From 2132b52e4a1f507f38ab9fc67eb375c3e7b541d1 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 27 Aug 2024 01:05:52 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 1391fa44232aa2c76279d19d86a2604b4ba22ff4
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-08-16 09:35:26 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : e87436ea2f33a07bcf6b8df689c4242e0c0ababc
Branch  : main
Author  : Jeremy Cohen <jcohen02@users.noreply.github.com>
Time    : 2024-08-16 09:01:46 +0000
Message : Merge pull request #246 from aturner-epcc/aturner-epcc/remove-jekyll

Removes defunct Jekyll example. Closes #245. Closes #216
---
 06-containers-on-the-cloud.html            |  16 +-
 08-orchestration.html                      |  16 +-
 404.html                                   |  15 +-
 CODE_OF_CONDUCT.html                       |  10 +-
 LICENSE.html                               |  19 +-
 about.html                                 |  10 +-
 advanced-containers.html                   |  61 ++----
 aio.html                                   | 221 ++++++---------------
 assets/styles.css                          |   2 +-
 assets/styles.css.map                      |   2 +-
 creating-container-images.html             |  54 ++---
 discuss.html                               |  10 +-
 docker-hub.html                            |  37 ++--
 docker-image-examples.html                 |  22 +-
 e01-github-actions.html                    |  16 +-
 images.html                                |  12 +-
 index.html                                 |  27 +--
 instructor-notes.html                      |  16 +-
 instructor/06-containers-on-the-cloud.html |  16 +-
 instructor/08-orchestration.html           |  16 +-
 instructor/404.html                        |  15 +-
 instructor/CODE_OF_CONDUCT.html            |  10 +-
 instructor/LICENSE.html                    |  19 +-
 instructor/about.html                      |  10 +-
 instructor/advanced-containers.html        |  61 ++----
 instructor/aio.html                        | 221 ++++++---------------
 instructor/creating-container-images.html  |  54 ++---
 instructor/discuss.html                    |  10 +-
 instructor/docker-hub.html                 |  37 ++--
 instructor/docker-image-examples.html      |  22 +-
 instructor/e01-github-actions.html         |  16 +-
 instructor/images.html                     |  12 +-
 instructor/index.html                      |  27 +--
 instructor/instructor-notes.html           |  16 +-
 instructor/introduction.html               |  37 ++--
 instructor/key-points.html                 |  12 +-
 instructor/managing-containers.html        |  35 ++--
 instructor/meet-docker.html                |  33 ++-
 instructor/profiles.html                   |  18 +-
 instructor/reference.html                  |  13 +-
 instructor/reproduciblity.html             |  37 ++--
 instructor/running-containers.html         |  55 ++---
 introduction.html                          |  37 ++--
 key-points.html                            |  12 +-
 managing-containers.html                   |  35 ++--
 meet-docker.html                           |  33 ++-
 pkgdown.yml                                |   2 +-
 profiles.html                              |  18 +-
 reference.html                             |  13 +-
 reproduciblity.html                        |  37 ++--
 running-containers.html                    |  55 ++---
 51 files changed, 601 insertions(+), 1009 deletions(-)

diff --git a/06-containers-on-the-cloud.html b/06-containers-on-the-cloud.html
index 327b81f2..5fa4a8ff 100644
--- a/06-containers-on-the-cloud.html
+++ b/06-containers-on-the-cloud.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -353,8 +353,7 @@ <h1>Creating Containers on the Cloud</h1>
         </div>
 
         
-<section><h2 class="section-heading" id="containers-can-be-created-on-cloud-computing-platforms">Containers can be created on cloud computing platforms<a class="anchor" aria-label="anchor" href="#containers-can-be-created-on-cloud-computing-platforms"></a>
-<a class="anchor" aria-label="anchor" href="#containers-can-be-created-on-cloud-computing-platforms"></a></h2>
+<section><h2 class="section-heading" id="containers-can-be-created-on-cloud-computing-platforms">Containers can be created on cloud computing platforms<a class="anchor" aria-label="anchor" href="#containers-can-be-created-on-cloud-computing-platforms"></a></h2>
 <hr class="half-width"><p>There are lots of ways containers can be created on cloud computing
 platforms (a.k.a., “in the cloud”). Most commercial cloud providers now
 offer a container hosting service that will connect to the Docker Hub in
@@ -375,8 +374,7 @@ <h1>Creating Containers on the Cloud</h1>
 </div>
 <div id="there-are-many-excellent-sites-for-storing-public-software-repositories" class="callout-inner">
 <h3 class="callout-title">There are many excellent sites for storing
-public software repositories<a class="anchor" aria-label="anchor" href="#there-are-many-excellent-sites-for-storing-public-software-repositories"></a>
-</h3>
+public software repositories</h3>
 <div class="callout-content">
 <ul><li>Note that Bitbucket, GitHub and GitLab all achieve similar
 functions.</li>
@@ -518,7 +516,7 @@ <h3 id="edit-your-repositorys-bitbucket-pipelines-yml-file-through-the-web">Edit
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -541,7 +539,7 @@ <h3 id="edit-your-repositorys-bitbucket-pipelines-yml-file-through-the-web">Edit
   "identifier": "https://preview.carpentries.org/docker-introduction/06-containers-on-the-cloud.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/08-orchestration.html b/08-orchestration.html
index 9b794c38..66a8781c 100644
--- a/08-orchestration.html
+++ b/08-orchestration.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -353,8 +353,7 @@ <h1>Container Orchestration</h1>
         </div>
 
         
-<section><h2 class="section-heading" id="container-orchestration">Container Orchestration<a class="anchor" aria-label="anchor" href="#container-orchestration"></a>
-<a class="anchor" aria-label="anchor" href="#container-orchestration"></a></h2>
+<section><h2 class="section-heading" id="container-orchestration">Container Orchestration<a class="anchor" aria-label="anchor" href="#container-orchestration"></a></h2>
 <hr class="half-width"><p>Although you can certainly manage research workflows that use
 multiple containers manually, there are a number of container
 orchestration tools that you may find useful when managing workflows
@@ -370,8 +369,7 @@ <h1>Container Orchestration</h1>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="the-wild-west" class="callout-inner">
-<h3 class="callout-title">The Wild West<a class="anchor" aria-label="anchor" href="#the-wild-west"></a>
-</h3>
+<h3 class="callout-title">The Wild West</h3>
 <div class="callout-content">
 <p>Use of container orchestration tools for research workflows is a
 relatively new concept and so there is not a huge amount of
@@ -449,7 +447,7 @@ <h3 class="callout-title">The Wild West<a class="anchor" aria-label="anchor" hre
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -472,7 +470,7 @@ <h3 class="callout-title">The Wild West<a class="anchor" aria-label="anchor" hre
   "identifier": "https://preview.carpentries.org/docker-introduction/08-orchestration.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index cde970a7..23d8540b 100644
--- a/404.html
+++ b/404.html
@@ -309,10 +309,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -333,7 +333,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="https://preview.carpentries.org/docker-introduction/aio.html" class="external-link">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="https://preview.carpentries.org/docker-introduction/aio.html" class="external-link">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -350,8 +350,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
     <main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Page not found</h1>
         
-<section><h2 class="section-heading" id="our-apologies">Our apologies!<a class="anchor" aria-label="anchor" href="#our-apologies"></a>
-<a class="anchor" aria-label="anchor" href="#our-apologies"></a></h2>
+<section><h2 class="section-heading" id="our-apologies">Our apologies!<a class="anchor" aria-label="anchor" href="#our-apologies"></a></h2>
 <hr class="half-width"><p>We cannot seem to find the page you are looking for. Here are some
 tips that may help:</p>
 <ol style="list-style-type: decimal"><li>try going back to the <a href="javascript:history.back()">previous
@@ -386,7 +385,7 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -408,8 +407,8 @@ <h1>Page not found</h1>
   "url": "https://preview.carpentries.org/docker-introduction/404.html",
   "identifier": "https://preview.carpentries.org/docker-introduction/404.html",
   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
-  "datePublished": "2024-08-20"
+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 1efe4c96..903e70bc 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -399,7 +399,7 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -422,7 +422,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 30eb022c..34cafbf8 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -354,8 +354,7 @@ <h1>Licenses</h1>
 
         
 
-<section><h2 class="section-heading" id="instructional-material">Instructional Material<a class="anchor" aria-label="anchor" href="#instructional-material"></a>
-<a class="anchor" aria-label="anchor" href="#instructional-material"></a></h2>
+<section><h2 class="section-heading" id="instructional-material">Instructional Material<a class="anchor" aria-label="anchor" href="#instructional-material"></a></h2>
 <hr class="half-width"><p>All Carpentries (Software Carpentry, Data Carpentry, and Library
 Carpentry) instructional material is made available under the <a href="https://creativecommons.org/licenses/by/4.0/" class="external-link">Creative Commons
 Attribution license</a>. The following is a human-readable summary of
@@ -388,8 +387,7 @@ <h1>Licenses</h1>
 permissions necessary for your intended use. For example, other rights
 such as publicity, privacy, or moral rights may limit how you use the
 material.</li>
-</ul></section><section><h2 class="section-heading" id="software">Software<a class="anchor" aria-label="anchor" href="#software"></a>
-<a class="anchor" aria-label="anchor" href="#software"></a></h2>
+</ul></section><section><h2 class="section-heading" id="software">Software<a class="anchor" aria-label="anchor" href="#software"></a></h2>
 <hr class="half-width"><p>Except where otherwise noted, the example programs and other software
 provided by The Carpentries are made available under the <a href="https://opensource.org" class="external-link">OSI</a>-approved <a href="https://opensource.org/licenses/mit-license.html" class="external-link">MIT
 license</a>.</p>
@@ -409,8 +407,7 @@ <h1>Licenses</h1>
 CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
 TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
 SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p>
-</section><section><h2 class="section-heading" id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#trademark"></a>
-<a class="anchor" aria-label="anchor" href="#trademark"></a></h2>
+</section><section><h2 class="section-heading" id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#trademark"></a></h2>
 <hr class="half-width"><p>“The Carpentries”, “Software Carpentry”, “Data Carpentry”, and
 “Library Carpentry” and their respective logos are registered trademarks
 of <a href="https://communityin.org/" class="external-link">Community Initiatives</a>.</p>
@@ -450,7 +447,7 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -473,7 +470,7 @@ <h1>Licenses</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/LICENSE.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/about.html b/about.html
index 26fa302b..4d5d6424 100644
--- a/about.html
+++ b/about.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -392,7 +392,7 @@ <h1>About</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -415,7 +415,7 @@ <h1>About</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/about.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/advanced-containers.html b/advanced-containers.html
index 60522194..6e381143 100644
--- a/advanced-containers.html
+++ b/advanced-containers.html
@@ -302,10 +302,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -325,7 +325,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -407,8 +407,7 @@ <h3 class="card-title">Objectives</h3>
 gradually more and more complex – most day-to-day use of containers and
 container images can be accomplished using the first 1–2 sections on
 this page.</p>
-<section><h2 class="section-heading" id="using-scripts-and-files-from-outside-the-container">Using scripts and files from outside the container<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a>
-<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a></h2>
+<section><h2 class="section-heading" id="using-scripts-and-files-from-outside-the-container">Using scripts and files from outside the container<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a></h2>
 <hr class="half-width"><p>In your shell, change to the <code>sum</code> folder in the
 <code>docker-intro</code> folder and look at the files inside.</p>
 <div class="codewrapper sourceCode" id="cb1">
@@ -426,8 +425,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="running-containers" class="callout-inner">
-<h3 class="callout-title">Running containers<a class="anchor" aria-label="anchor" href="#running-containers"></a>
-</h3>
+<h3 class="callout-title">Running containers</h3>
 <div class="callout-content">
 <p>Question: What command would we use to run Python from the
 <code>alpine-python</code> container?</p>
@@ -487,8 +485,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="no-such-file-or-directory" class="callout-inner">
-<h3 class="callout-title">No such file or directory<a class="anchor" aria-label="anchor" href="#no-such-file-or-directory"></a>
-</h3>
+<h3 class="callout-title">No such file or directory</h3>
 <div class="callout-content">
 <p>Question: What does the error message mean? Why might the Python
 inside the container not be able to find or open our script?</p>
@@ -520,8 +517,7 @@ <h3 class="callout-title">No such file or directory<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="types-of-mounts" class="callout-inner">
-<h3 class="callout-title">Types of mounts<a class="anchor" aria-label="anchor" href="#types-of-mounts"></a>
-</h3>
+<h3 class="callout-title">Types of mounts</h3>
 <div class="callout-content">
 <p>You will notice that we set the mount <code>type=bind</code>, there
 are other types of mount that can be used in Docker
@@ -564,8 +560,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="other-commonly-used-docker-run-flags" class="callout-inner">
-<h3 class="callout-title">Other Commonly Used Docker Run Flags<a class="anchor" aria-label="anchor" href="#other-commonly-used-docker-run-flags"></a>
-</h3>
+<h3 class="callout-title">Other Commonly Used Docker Run Flags</h3>
 <div class="callout-content">
 <p>Docker run has many other useful flags to alter its function. A
 couple that are commonly used include <code>-w</code> and
@@ -593,8 +588,7 @@ <h3 class="callout-title">Other Commonly Used Docker Run Flags<a class="anchor"
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-explore-the-script" class="callout-inner">
-<h3 class="callout-title">Exercise: Explore the script<a class="anchor" aria-label="anchor" href="#exercise-explore-the-script"></a>
-</h3>
+<h3 class="callout-title">Exercise: Explore the script</h3>
 <div class="callout-content">
 <p>What happens if you use the <code>docker container run</code> command
 above and put numbers after the script name?</p>
@@ -619,8 +613,7 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-checking-the-options" class="callout-inner">
-<h3 class="callout-title">Exercise: Checking the options<a class="anchor" aria-label="anchor" href="#exercise-checking-the-options"></a>
-</h3>
+<h3 class="callout-title">Exercise: Checking the options</h3>
 <div class="callout-content">
 <p>Our Docker command has gotten much longer! Can you go through each
 piece of the Docker command above and explain what it does? How would
@@ -661,8 +654,7 @@ <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-interactive-jobs" class="callout-inner">
-<h3 class="callout-title">Exercise: Interactive jobs<a class="anchor" aria-label="anchor" href="#exercise-interactive-jobs"></a>
-</h3>
+<h3 class="callout-title">Exercise: Interactive jobs</h3>
 <div class="callout-content">
 <p>Try using the directory mount option but run the container
 interactively. Can you find the folder that’s connected to your host
@@ -701,8 +693,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 situations, you may want to save or archive an authoritative version of
 your data by adding it to the container image permanently. That’s what
 we will cover next.</p>
-</section><section><h2 class="section-heading" id="including-your-scripts-and-data-within-a-container-image">Including your scripts and data within a container image<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a>
-<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a></h2>
+</section><section><h2 class="section-heading" id="including-your-scripts-and-data-within-a-container-image">Including your scripts and data within a container image<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a></h2>
 <hr class="half-width"><p>Our next project will be to add our own files to a container image –
 something you might want to do if you’re sharing a finished analysis or
 just want to have an archived copy of your entire analysis including the
@@ -737,8 +728,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="the-importance-of-command-order-in-a-dockerfile" class="callout-inner">
-<h3 class="callout-title">The Importance of Command Order in a Dockerfile<a class="anchor" aria-label="anchor" href="#the-importance-of-command-order-in-a-dockerfile"></a>
-</h3>
+<h3 class="callout-title">The Importance of Command Order in a Dockerfile</h3>
 <div class="callout-content">
 <p>When you run <code>docker image build</code> it executes the build in
 the order specified in the <code>Dockerfile</code>. This order is
@@ -764,8 +754,7 @@ <h3 class="callout-title">The Importance of Command Order in a Dockerfile<a clas
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-did-it-work" class="callout-inner">
-<h3 class="callout-title">Exercise: Did it work?<a class="anchor" aria-label="anchor" href="#exercise-did-it-work"></a>
-</h3>
+<h3 class="callout-title">Exercise: Did it work?</h3>
 <div class="callout-content">
 <p>Can you remember how to run a container interactively? Try that with
 this one. Once inside, try running the Python script.</p>
@@ -811,8 +800,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="security-warning" class="callout-inner">
-<h3 class="callout-title">Security Warning<a class="anchor" aria-label="anchor" href="#security-warning"></a>
-</h3>
+<h3 class="callout-title">Security Warning</h3>
 <div class="callout-content">
 <p>Login credentials including passwords, tokens, secure access tokens
 or other secrets must never be stored in a container. If secrets are
@@ -826,8 +814,7 @@ <h3 class="callout-title">Security Warning<a class="anchor" aria-label="anchor"
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="copying-alternatives" class="callout-inner">
-<h3 class="callout-title">Copying alternatives<a class="anchor" aria-label="anchor" href="#copying-alternatives"></a>
-</h3>
+<h3 class="callout-title">Copying alternatives</h3>
 <div class="callout-content">
 <p>Another trick for getting your own files into a container image is by
 using the <code>RUN</code> keyword and downloading the files from the
@@ -847,8 +834,7 @@ <h3 class="callout-title">Copying alternatives<a class="anchor" aria-label="anch
 </div>
 </div>
 </section><section><h2 class="section-heading" id="more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises">More fancy <code>Dockerfile</code> options (optional, for
-presentation or as exercises)<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a>
-<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a></h2>
+presentation or as exercises)<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a></h2>
 <hr class="half-width"><p>We can expand on the example above to make our container image even
 more “automatic”. Here are some ideas:</p>
 <div class="section level3">
@@ -916,8 +902,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="overriding-the-entrypoint" class="callout-inner">
-<h3 class="callout-title">Overriding the ENTRYPOINT<a class="anchor" aria-label="anchor" href="#overriding-the-entrypoint"></a>
-</h3>
+<h3 class="callout-title">Overriding the ENTRYPOINT</h3>
 <div class="callout-content">
 <p>Sometimes you don’t want to run the image’s <code>ENTRYPOINT</code>.
 For example if you have a specialized container image that does only
@@ -968,8 +953,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="best-practices-for-writing-dockerfiles" class="callout-inner">
-<h3 class="callout-title">Best practices for writing Dockerfiles<a class="anchor" aria-label="anchor" href="#best-practices-for-writing-dockerfiles"></a>
-</h3>
+<h3 class="callout-title">Best practices for writing Dockerfiles</h3>
 <div class="callout-content">
 <p>Take a look at Nüst et al.’s “<a href="https://doi.org/10.1371/journal.pcbi.1008316" class="external-link"><em>Ten simple rules
 for writing Dockerfiles for reproducible data science</em></a>” [1] for
@@ -989,8 +973,7 @@ <h3 class="callout-title">Best practices for writing Dockerfiles<a class="anchor
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>Docker allows containers to read and write files from the Docker
 host.</li>
@@ -1037,7 +1020,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1060,7 +1043,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/advanced-containers.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index b2929e71..c437e8c6 100644
--- a/aio.html
+++ b/aio.html
@@ -354,10 +354,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
             </div>
 
             <hr class="half-width">
-<div class="accordion accordion-flush resources" id="accordionFlush12">
+<div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -380,7 +380,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources">
+            <hr class="half-width lesson-resources">
 <a href="aio.html">See all in one page</a>
 
 
@@ -448,8 +448,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="learning-about-docker-containers" class="callout-inner">
-<h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria-label="anchor" href="#learning-about-docker-containers"></a>
-</h3>
+<h3 class="callout-title">Learning about Docker Containers</h3>
 <div class="callout-content">
 <p>The Australian Research Data Commons has produced a short
 introductory video about Docker containers that covers many of the
@@ -464,7 +463,6 @@ <h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria
 </div>
 </div>
 <section><h2 class="section-heading" id="scientific-software-challenges">Scientific Software Challenges<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a>
-<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a>
 </h2>
 <hr class="half-width">
 <div id="whats-your-experience" class="callout discussion">
@@ -472,8 +470,7 @@ <h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="whats-your-experience" class="callout-inner">
-<h3 class="callout-title">What’s Your Experience?<a class="anchor" aria-label="anchor" href="#whats-your-experience"></a>
-</h3>
+<h3 class="callout-title">What’s Your Experience?</h3>
 <div class="callout-content">
 <p>Take a minute to think about challenges that you have experienced in
 using scientific software (or software in general!) for your research.
@@ -517,8 +514,7 @@ <h3 class="callout-title">What’s Your Experience?<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="software-and-science" class="callout-inner">
-<h3 class="callout-title">Software and Science<a class="anchor" aria-label="anchor" href="#software-and-science"></a>
-</h3>
+<h3 class="callout-title">Software and Science</h3>
 <div class="callout-content">
 <p>Again, take a minute to think about how the software challenges we’ve
 discussed could impact (or have impacted!) the quality of your work.
@@ -544,7 +540,6 @@ <h3 class="callout-title">Software and Science<a class="anchor" aria-label="anch
 software dependencies and access to resources such as files and
 communications networks in a uniform manner.</p>
 </section><section><h2 class="section-heading" id="what-is-a-container-what-is-docker">What is a Container? What is Docker?<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a>
-<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a>
 </h2>
 <hr class="half-width">
 <p><a href="https://www.docker.com/" class="external-link">Docker</a> is a tool that allows
@@ -598,8 +593,7 @@ <h3 class="callout-title">Software and Science<a class="anchor" aria-label="anch
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="virtualization" class="callout-inner">
-<h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" href="#virtualization"></a>
-</h3>
+<h3 class="callout-title">Virtualization</h3>
 <div class="callout-content">
 <p>Containers are an example of what’s called
 <strong>virtualization</strong> – having a second virtual computer
@@ -627,7 +621,6 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 different type of container (cookie) you need a different container
 image (cookie cutter).</p>
 <figure><img src="fig/containers-cookie-cutter.png" alt="An image comparing using a cookie cutter to the container workflow" class="figure mx-auto d-block"></figure></section><section><h2 class="section-heading" id="putting-the-pieces-together">Putting the Pieces Together<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a>
-<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a>
 </h2>
 <hr class="half-width">
 <p>Think back to some of the challenges we described at the beginning.
@@ -655,7 +648,6 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 containers from pre-existing container images on your own computer, and
 how to create and share your own container images.</p>
 </section><section><h2 class="section-heading" id="use-cases-for-containers">Use cases for containers<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a>
-<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a>
 </h2>
 <hr class="half-width">
 <p>Now that we have discussed a little bit about containers – what they
@@ -682,8 +674,7 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>Almost all software depends on other software components to
@@ -745,7 +736,6 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 <section><h2 class="section-heading" id="docker-command-line">Docker command line<a class="anchor" aria-label="anchor" href="#docker-command-line"></a>
-<a class="anchor" aria-label="anchor" href="#docker-command-line"></a>
 </h2>
 <hr class="half-width">
 <p>Start the Docker application that you installed in working through
@@ -757,8 +747,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="you-may-need-to-login-to-docker-hub" class="callout-inner">
-<h3 class="callout-title">You may need to login to Docker Hub<a class="anchor" aria-label="anchor" href="#you-may-need-to-login-to-docker-hub"></a>
-</h3>
+<h3 class="callout-title">You may need to login to Docker Hub</h3>
 <div class="callout-content">
 <p>The Docker application will usually provide a way for you to log in
 to the Docker Hub using the application’s menu (macOS) or systray icon
@@ -774,8 +763,7 @@ <h3 class="callout-title">You may need to login to Docker Hub<a class="anchor" a
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="determining-your-docker-hub-username" class="callout-inner">
-<h3 class="callout-title">Determining your Docker Hub username<a class="anchor" aria-label="anchor" href="#determining-your-docker-hub-username"></a>
-</h3>
+<h3 class="callout-title">Determining your Docker Hub username</h3>
 <div class="callout-content">
 <p>If you no longer recall your Docker Hub username, e.g., because you
 have been logging into the Docker Hub using your email address, you can
@@ -836,7 +824,6 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 Docker Engine, or however else you worked through the setup
 instructions.</p>
 </section><section><h2 class="section-heading" id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#getting-help"></a>
-<a class="anchor" aria-label="anchor" href="#getting-help"></a>
 </h2>
 <hr class="half-width">
 <p>Often when working with a new command line tool, we need to get help.
@@ -1017,8 +1004,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-command-line-interface-cli-syntax" class="callout-inner">
-<h3 class="callout-title">Docker Command Line Interface (CLI) syntax<a class="anchor" aria-label="anchor" href="#docker-command-line-interface-cli-syntax"></a>
-</h3>
+<h3 class="callout-title">Docker Command Line Interface (CLI) syntax</h3>
 <div class="callout-content">
 <p>In this lesson we use the newest Docker CLI syntax <a href="https://www.docker.com/blog/whats-new-in-docker-1-13/" class="external-link">introduced
 with the Docker Engine version 1.13</a>. This new syntax combines
@@ -1043,8 +1029,7 @@ <h3 class="callout-title">Docker Command Line Interface (CLI) syntax<a class="an
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exploring-a-command" class="callout-inner">
-<h3 class="callout-title">Exploring a command<a class="anchor" aria-label="anchor" href="#exploring-a-command"></a>
-</h3>
+<h3 class="callout-title">Exploring a command</h3>
 <div class="callout-content">
 <p>Run <code>docker --help</code> and pick a command from the list.
 Explore the help prompt for that command. Try to guess how a command
@@ -1058,7 +1043,7 @@ <h3 class="callout-title">Exploring a command<a class="anchor" aria-label="ancho
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Suppose we pick the <code>docker image build</code> command:</p>
 <div class="codewrapper sourceCode" id="cb11">
@@ -1128,8 +1113,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>A toolbar icon indicates that Docker is ready to use (on Windows and
@@ -1186,8 +1170,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="reminder-of-terminology-container-images-and-containers" class="callout-inner">
-<h3 class="callout-title">Reminder of terminology: container images and containers<a class="anchor" aria-label="anchor" href="#reminder-of-terminology-container-images-and-containers"></a>
-</h3>
+<h3 class="callout-title">Reminder of terminology: container images and containers</h3>
 <div class="callout-content">
 <p>Recall that a <em>container image</em> is the template from which
 particular instances of <em>containers</em> will be created.</p>
@@ -1198,7 +1181,6 @@ <h3 class="callout-title">Reminder of terminology: container images and containe
 simple container image online called <code>hello-world</code>. We’ll
 start with that one.</p>
 <section><h2 class="section-heading" id="downloading-docker-images">Downloading Docker images<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a>
-<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a>
 </h2>
 <hr class="half-width">
 <p>The <code>docker image</code> command is used to interact with Docker
@@ -1235,8 +1217,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-hub" class="callout-inner">
-<h3 class="callout-title">Docker Hub<a class="anchor" aria-label="anchor" href="#docker-hub"></a>
-</h3>
+<h3 class="callout-title">Docker Hub</h3>
 <div class="callout-content">
 <p>Where did the <code>hello-world</code> container image come from? It
 came from the Docker Hub website, which is a place to share Docker
@@ -1249,8 +1230,7 @@ <h3 class="callout-title">Docker Hub<a class="anchor" aria-label="anchor" href="
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-check-on-your-images" class="callout-inner">
-<h3 class="callout-title">Exercise: Check on Your Images<a class="anchor" aria-label="anchor" href="#exercise-check-on-your-images"></a>
-</h3>
+<h3 class="callout-title">Exercise: Check on Your Images</h3>
 <div class="callout-content">
 <p>What command would you use to see if the <code>hello-world</code>
 Docker container image had downloaded successfully and was on your
@@ -1284,7 +1264,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <code>docker image</code> command to see what Docker container images
 you have on your computer.</p>
 </section><section><h2 class="section-heading" id="running-the-hello-world-container">Running the <code>hello-world</code> container<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a>
-<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a>
 </h2>
 <hr class="half-width">
 <p>To create and run containers from named Docker container images you
@@ -1353,8 +1332,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 <div id="using-docker-container-run-to-get-the-image" class="callout-inner">
 <h3 class="callout-title">Using <code>docker container run</code> to get
-the image<a class="anchor" aria-label="anchor" href="#using-docker-container-run-to-get-the-image"></a>
-</h3>
+the image</h3>
 <div class="callout-content">
 <p>We could have skipped the <code>docker image pull</code> step; if you
 use the <code>docker container run</code> command and you don’t already
@@ -1364,7 +1342,6 @@ <h3 class="callout-title">Using <code>docker container run</code> to get
 </div>
 </div>
 </section><section><h2 class="section-heading" id="running-a-container-with-a-chosen-command">Running a container with a chosen command<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a>
-<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a>
 </h2>
 <hr class="half-width">
 <p>But what if we wanted to do something different with the container?
@@ -1378,8 +1355,7 @@ <h3 class="callout-title">Using <code>docker container run</code> to get
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="run-the-alpine-docker-container" class="callout-inner">
-<h3 class="callout-title">Run the Alpine Docker container<a class="anchor" aria-label="anchor" href="#run-the-alpine-docker-container"></a>
-</h3>
+<h3 class="callout-title">Run the Alpine Docker container</h3>
 <div class="callout-content">
 <p>Try downloading the <code>alpine</code> container image and using it
 to run a container. You can do it in two steps, or one. What are
@@ -1412,8 +1388,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="hello-world-part-2" class="callout-inner">
-<h3 class="callout-title">Hello World, Part 2<a class="anchor" aria-label="anchor" href="#hello-world-part-2"></a>
-</h3>
+<h3 class="callout-title">Hello World, Part 2</h3>
 <div class="callout-content">
 <p>Can you run a copy of the <code>alpine</code> container and make it
 print a “hello world” message?</p>
@@ -1443,7 +1418,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 of the <code>docker container run</code> command and they will execute
 inside the running container.</p>
 </section><section><h2 class="section-heading" id="running-containers-interactively">Running containers interactively<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a>
-<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a>
 </h2>
 <hr class="half-width">
 <p>In all the examples above, Docker has started the container, run a
@@ -1465,8 +1439,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="technically" class="callout-inner">
-<h3 class="callout-title">Technically…<a class="anchor" aria-label="anchor" href="#technically"></a>
-</h3>
+<h3 class="callout-title">Technically…</h3>
 <div class="callout-content">
 <p>Technically, the interactive flag is just <code>-i</code> – the extra
 <code>-t</code> (combined as <code>-it</code> above) is the “pseudo-TTY”
@@ -1505,8 +1478,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="practice-makes-perfect" class="callout-inner">
-<h3 class="callout-title">Practice Makes Perfect<a class="anchor" aria-label="anchor" href="#practice-makes-perfect"></a>
-</h3>
+<h3 class="callout-title">Practice Makes Perfect</h3>
 <div class="callout-content">
 <p>Can you find out the version of Ubuntu installed on the
 <code>ubuntu</code> container image? (Hint: You can use the same command
@@ -1585,8 +1557,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="even-more-options" class="callout-inner">
-<h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor" href="#even-more-options"></a>
-</h3>
+<h3 class="callout-title">Even More Options</h3>
 <div class="callout-content">
 <p>There are many more options, besides <code>-it</code> that can be
 used with the <code>docker container run</code> command! A few of them
@@ -1608,7 +1579,6 @@ <h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </section><section><h2 class="section-heading" id="conclusion">Conclusion<a class="anchor" aria-label="anchor" href="#conclusion"></a>
-<a class="anchor" aria-label="anchor" href="#conclusion"></a>
 </h2>
 <hr class="half-width">
 <p>So far, we’ve seen how to download Docker container images, use them
@@ -1624,8 +1594,7 @@ <h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor"
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>The <code>docker image pull</code> command downloads Docker
@@ -1677,7 +1646,6 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 <section><h2 class="section-heading" id="removing-images">Removing images<a class="anchor" aria-label="anchor" href="#removing-images"></a>
-<a class="anchor" aria-label="anchor" href="#removing-images"></a>
 </h2>
 <hr class="half-width">
 <p>The container images and their corresponding containers can start to
@@ -1724,7 +1692,6 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 currently running, or have been run recently, and how to remove
 these.</p>
 </section><section><h2 class="section-heading" id="what-containers-are-running">What containers are running?<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a>
-<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a>
 </h2>
 <hr class="half-width">
 <p>Working with containers, we are going to shift back to the command:
@@ -1748,9 +1715,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-ps" class="callout-inner">
-<h3 class="callout-title">
-<code>docker ps</code><a class="anchor" aria-label="anchor" href="#docker-ps"></a>
-</h3>
+<h3 class="callout-title"><code>docker ps</code></h3>
 <div class="callout-content">
 <p>The command <code>docker ps</code> serves the same purpose as
 <code>docker container ls</code>, and comes from the Unix shell command
@@ -1759,7 +1724,6 @@ <h3 class="callout-title">
 </div>
 </div>
 </section><section><h2 class="section-heading" id="what-containers-have-run-recently">What containers have run recently?<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a>
-<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a>
 </h2>
 <hr class="half-width">
 <p>There is also a way to list running containers, and those that have
@@ -1783,8 +1747,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="keeping-it-clean" class="callout-inner">
-<h3 class="callout-title">Keeping it clean<a class="anchor" aria-label="anchor" href="#keeping-it-clean"></a>
-</h3>
+<h3 class="callout-title">Keeping it clean</h3>
 <div class="callout-content">
 <p>You might be surprised at the number of containers Docker is still
 keeping track of. One way to prevent this from happening is to add the
@@ -1796,7 +1759,6 @@ <h3 class="callout-title">Keeping it clean<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </section><section><h2 class="section-heading" id="how-do-i-remove-an-exited-container">How do I remove an exited container?<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a>
-<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a>
 </h2>
 <hr class="half-width">
 <p>To delete an exited container you can run the following command,
@@ -1839,7 +1801,6 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 6dd822cf6ca92f3040eaecbd26ad2af63595f30bb7e7a20eacf4554f6ccc9b2b</code></pre>
 </div>
 </section><section><h2 class="section-heading" id="removing-images-for-real-this-time">Removing images, for real this time<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a>
-<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a>
 </h2>
 <hr class="half-width">
 <p>Now that we’ve removed any potentially running or stopped containers,
@@ -1873,8 +1834,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>
@@ -1933,7 +1893,6 @@ <h3 class="card-title">Objectives</h3>
 <code>alpine</code>, and maybe <code>ubuntu</code>. Where did these
 container images come from? The Docker Hub!</p>
 <section><h2 class="section-heading" id="introducing-the-docker-hub">Introducing the Docker Hub<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a>
 </h2>
 <hr class="half-width">
 <p>The Docker Hub is an online repository of container images, a vast
@@ -1948,8 +1907,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-can-be-used-without-connecting-to-the-docker-hub" class="callout-inner">
-<h3 class="callout-title">Docker can be used without connecting to the Docker Hub<a class="anchor" aria-label="anchor" href="#docker-can-be-used-without-connecting-to-the-docker-hub"></a>
-</h3>
+<h3 class="callout-title">Docker can be used without connecting to the Docker Hub</h3>
 <div class="callout-content">
 <p>Note that while the Docker Hub is well integrated into Docker
 functionality, the Docker Hub is certainly not required for all types of
@@ -1960,7 +1918,6 @@ <h3 class="callout-title">Docker can be used without connecting to the Docker Hu
 </div>
 </div>
 </section><section><h2 class="section-heading" id="exploring-an-example-docker-hub-page">Exploring an Example Docker Hub Page<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a>
-<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a>
 </h2>
 <hr class="half-width">
 <p>As an example of a Docker Hub page, let’s explore the page for the
@@ -1986,7 +1943,6 @@ <h3 class="callout-title">Docker can be used without connecting to the Docker Hu
 will provide examples that are likely to cover your intended use of the
 container image.</p>
 </section><section><h2 class="section-heading" id="exploring-container-image-versions">Exploring Container Image Versions<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a>
-<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a>
 </h2>
 <hr class="half-width">
 <p>A single Docker Hub page can have many different versions of
@@ -2028,8 +1984,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="repositories" class="callout-inner">
-<h3 class="callout-title">Repositories<a class="anchor" aria-label="anchor" href="#repositories"></a>
-</h3>
+<h3 class="callout-title">Repositories</h3>
 <div class="callout-content">
 <p>The technical name for the contents of a Docker Hub page is a
 “repository.” The tag indicates the specific version of the container
@@ -2044,8 +1999,7 @@ <h3 class="callout-title">Repositories<a class="anchor" aria-label="anchor" href
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="whats-in-a-name" class="callout-inner">
-<h3 class="callout-title">What’s in a name?<a class="anchor" aria-label="anchor" href="#whats-in-a-name"></a>
-</h3>
+<h3 class="callout-title">What’s in a name?</h3>
 <div class="callout-content">
 <p>How would I download the Docker container image produced by the
 <code>rocker</code> group that has version 3.6.1 of R and the tidyverse
@@ -2079,7 +2033,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </section><section><h2 class="section-heading" id="finding-container-images-on-docker-hub">Finding Container Images on Docker Hub<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a>
 </h2>
 <hr class="half-width">
 <p>There are many different container images on Docker Hub. This is
@@ -2112,8 +2065,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="what-container-image-is-right-for-you" class="callout-inner">
-<h3 class="callout-title">What container image is right for you?<a class="anchor" aria-label="anchor" href="#what-container-image-is-right-for-you"></a>
-</h3>
+<h3 class="callout-title">What container image is right for you?</h3>
 <div class="callout-content">
 <p>Find a Docker container image that’s relevant to you. Take into
 account the suggestions above of what to look for as you evaluate
@@ -2132,8 +2084,7 @@ <h3 class="callout-title">What container image is right for you?<a class="anchor
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>The Docker Hub is an online repository of container images.</li>
@@ -2205,7 +2156,6 @@ <h3 class="card-title">Objectives</h3>
 <li>You want to share your workflow with someone else.</li>
 </ul>
 <section><h2 class="section-heading" id="interactive-installation">Interactive installation<a class="anchor" aria-label="anchor" href="#interactive-installation"></a>
-<a class="anchor" aria-label="anchor" href="#interactive-installation"></a>
 </h2>
 <hr class="half-width">
 <p>Before creating a reproducible installation, let’s experiment with
@@ -2247,8 +2197,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-searching-for-help" class="callout-inner">
-<h3 class="callout-title">Exercise: Searching for Help<a class="anchor" aria-label="anchor" href="#exercise-searching-for-help"></a>
-</h3>
+<h3 class="callout-title">Exercise: Searching for Help</h3>
 <div class="callout-content">
 <p>Can you find instructions for installing R on Alpine Linux? Do they
 work?</p>
@@ -2260,7 +2209,7 @@ <h3 class="callout-title">Exercise: Searching for Help<a class="anchor" aria-lab
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>A quick search should hopefully show that the way to install R on
 Alpine Linux is:</p>
@@ -2286,7 +2235,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </h3>
 <pre class="sourceCode bash" tabindex="0"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" tabindex="-1"></a><span class="ex">/#</span> exit</span></code></pre>
 </div>
-</section><section><h2 class="section-heading" id="put-installation-instructions-in-a-dockerfile">Put installation instructions in a <code>Dockerfile</code><a class="anchor" aria-label="anchor" href="#put-installation-instructions-in-a-dockerfile"></a>
+</section><section><h2 class="section-heading" id="put-installation-instructions-in-a-dockerfile">Put installation instructions in a <code>Dockerfile</code>
 <a class="anchor" aria-label="anchor" href="#put-installation-instructions-in-a-dockerfile"></a>
 </h2>
 <hr class="half-width">
@@ -2335,8 +2284,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <div id="shell-form-and-exec-form-for-cmd" class="callout-inner">
 <h3 class="callout-title">
 <em>shell-form</em> and <em>exec-form</em> for
-CMD<a class="anchor" aria-label="anchor" href="#shell-form-and-exec-form-for-cmd"></a>
-</h3>
+CMD</h3>
 <div class="callout-content">
 <p>Another way to specify the parameter for the <a href="https://docs.docker.com/engine/reference/builder/#cmd" class="external-link"><code>CMD</code>
 instruction</a> is the <em>shell-form</em>. Here you type the command as
@@ -2354,8 +2302,7 @@ <h3 class="callout-title">
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-take-a-guess" class="callout-inner">
-<h3 class="callout-title">Exercise: Take a Guess<a class="anchor" aria-label="anchor" href="#exercise-take-a-guess"></a>
-</h3>
+<h3 class="callout-title">Exercise: Take a Guess</h3>
 <div class="callout-content">
 <p>Do you have any ideas about what we should use to fill in the sample
 Dockerfile to replicate the installation we did above?</p>
@@ -2367,7 +2314,7 @@ <h3 class="callout-title">Exercise: Take a Guess<a class="anchor" aria-label="an
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Solution: </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Based on our experience above, edit the <code>Dockerfile</code> (in
 your text editor of choice) to look like this:</p>
@@ -2383,7 +2330,6 @@ <h4 class="accordion-header" id="headingSolution2"> Solution: </h4>
 container image, add Python 3 and the Cython library, and set a default
 command to request Python 3 to report its version information.</p>
 </section><section><h2 class="section-heading" id="create-a-new-docker-image">Create a new Docker image<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a>
-<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a>
 </h2>
 <hr class="half-width">
 <p>So far, we only have a text file named <code>Dockerfile</code> – we
@@ -2424,8 +2370,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="build-context" class="callout-inner">
-<h3 class="callout-title">Build Context<a class="anchor" aria-label="anchor" href="#build-context"></a>
-</h3>
+<h3 class="callout-title">Build Context</h3>
 <div class="callout-content">
 <p>Notice that the final input to <code>docker image build</code> isn’t
 the Dockerfile – it’s a directory! In the command above, we’ve used the
@@ -2448,8 +2393,7 @@ <h3 class="callout-title">Build Context<a class="anchor" aria-label="anchor" hre
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-review" class="callout-inner">
-<h3 class="callout-title">Exercise: Review!<a class="anchor" aria-label="anchor" href="#exercise-review"></a>
-</h3>
+<h3 class="callout-title">Exercise: Review!</h3>
 <div class="callout-content">
 <ol style="list-style-type: decimal">
 <li><p>Think back to earlier. What command can you run to check if your
@@ -2470,7 +2414,7 @@ <h3 class="callout-title">Exercise: Review!<a class="anchor" aria-label="anchor"
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li><p>To see your new image, run <code>docker image ls</code>. You
@@ -2505,7 +2449,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 your specification to run a given command that can operate reliably on
 macOS, Microsoft Windows, Linux and on the cloud!</p>
 </section><section><h2 class="section-heading" id="boring-but-important-notes-about-installation">Boring but important notes about installation<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a>
-<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a>
 </h2>
 <hr class="half-width">
 <p>There are a lot of choices when it comes to installing software –
@@ -2568,7 +2511,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <li>From your interactive installation, create a <code>Dockerfile</code>
 and then try to build the container image from that.</li>
 </ul></section><section><h2 class="section-heading" id="share-your-new-container-image-on-docker-hub">Share your new container image on Docker Hub<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a>
 </h2>
 <hr class="half-width">
 <p>Container images that you release publicly can be stored on the
@@ -2590,8 +2532,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="logging-in" class="callout-inner">
-<h3 class="callout-title">Logging In<a class="anchor" aria-label="anchor" href="#logging-in"></a>
-</h3>
+<h3 class="callout-title">Logging In</h3>
 <div class="callout-content">
 <p>Technically, you have to be logged into Docker on your computer for
 this to work. Usually it happens by default, but if
@@ -2602,7 +2543,6 @@ <h3 class="callout-title">Logging In<a class="anchor" aria-label="anchor" href="
 </div>
 </div>
 </section><section><h2 class="section-heading" id="whats-in-a-name-again">What’s in a name? (again)<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a>
-<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a>
 </h2>
 <hr class="half-width">
 <p>You don’t <em>have</em> to name your containers images using the
@@ -2629,8 +2569,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>
@@ -2697,7 +2636,6 @@ <h3 class="card-title">Objectives</h3>
 container images can be accomplished using the first 1–2 sections on
 this page.</p>
 <section><h2 class="section-heading" id="using-scripts-and-files-from-outside-the-container">Using scripts and files from outside the container<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a>
-<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a>
 </h2>
 <hr class="half-width">
 <p>In your shell, change to the <code>sum</code> folder in the
@@ -2717,8 +2655,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="running-containers" class="callout-inner">
-<h3 class="callout-title">Running containers<a class="anchor" aria-label="anchor" href="#running-containers"></a>
-</h3>
+<h3 class="callout-title">Running containers</h3>
 <div class="callout-content">
 <p>Question: What command would we use to run Python from the
 <code>alpine-python</code> container?</p>
@@ -2778,8 +2715,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="no-such-file-or-directory" class="callout-inner">
-<h3 class="callout-title">No such file or directory<a class="anchor" aria-label="anchor" href="#no-such-file-or-directory"></a>
-</h3>
+<h3 class="callout-title">No such file or directory</h3>
 <div class="callout-content">
 <p>Question: What does the error message mean? Why might the Python
 inside the container not be able to find or open our script?</p>
@@ -2811,8 +2747,7 @@ <h3 class="callout-title">No such file or directory<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="types-of-mounts" class="callout-inner">
-<h3 class="callout-title">Types of mounts<a class="anchor" aria-label="anchor" href="#types-of-mounts"></a>
-</h3>
+<h3 class="callout-title">Types of mounts</h3>
 <div class="callout-content">
 <p>You will notice that we set the mount <code>type=bind</code>, there
 are other types of mount that can be used in Docker
@@ -2855,8 +2790,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="other-commonly-used-docker-run-flags" class="callout-inner">
-<h3 class="callout-title">Other Commonly Used Docker Run Flags<a class="anchor" aria-label="anchor" href="#other-commonly-used-docker-run-flags"></a>
-</h3>
+<h3 class="callout-title">Other Commonly Used Docker Run Flags</h3>
 <div class="callout-content">
 <p>Docker run has many other useful flags to alter its function. A
 couple that are commonly used include <code>-w</code> and
@@ -2884,8 +2818,7 @@ <h3 class="callout-title">Other Commonly Used Docker Run Flags<a class="anchor"
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-explore-the-script" class="callout-inner">
-<h3 class="callout-title">Exercise: Explore the script<a class="anchor" aria-label="anchor" href="#exercise-explore-the-script"></a>
-</h3>
+<h3 class="callout-title">Exercise: Explore the script</h3>
 <div class="callout-content">
 <p>What happens if you use the <code>docker container run</code> command
 above and put numbers after the script name?</p>
@@ -2910,8 +2843,7 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-checking-the-options" class="callout-inner">
-<h3 class="callout-title">Exercise: Checking the options<a class="anchor" aria-label="anchor" href="#exercise-checking-the-options"></a>
-</h3>
+<h3 class="callout-title">Exercise: Checking the options</h3>
 <div class="callout-content">
 <p>Our Docker command has gotten much longer! Can you go through each
 piece of the Docker command above and explain what it does? How would
@@ -2954,8 +2886,7 @@ <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-interactive-jobs" class="callout-inner">
-<h3 class="callout-title">Exercise: Interactive jobs<a class="anchor" aria-label="anchor" href="#exercise-interactive-jobs"></a>
-</h3>
+<h3 class="callout-title">Exercise: Interactive jobs</h3>
 <div class="callout-content">
 <p>Try using the directory mount option but run the container
 interactively. Can you find the folder that’s connected to your host
@@ -2995,7 +2926,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 your data by adding it to the container image permanently. That’s what
 we will cover next.</p>
 </section><section><h2 class="section-heading" id="including-your-scripts-and-data-within-a-container-image">Including your scripts and data within a container image<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a>
-<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a>
 </h2>
 <hr class="half-width">
 <p>Our next project will be to add our own files to a container image –
@@ -3032,8 +2962,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="the-importance-of-command-order-in-a-dockerfile" class="callout-inner">
-<h3 class="callout-title">The Importance of Command Order in a Dockerfile<a class="anchor" aria-label="anchor" href="#the-importance-of-command-order-in-a-dockerfile"></a>
-</h3>
+<h3 class="callout-title">The Importance of Command Order in a Dockerfile</h3>
 <div class="callout-content">
 <p>When you run <code>docker image build</code> it executes the build in
 the order specified in the <code>Dockerfile</code>. This order is
@@ -3059,8 +2988,7 @@ <h3 class="callout-title">The Importance of Command Order in a Dockerfile<a clas
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-did-it-work" class="callout-inner">
-<h3 class="callout-title">Exercise: Did it work?<a class="anchor" aria-label="anchor" href="#exercise-did-it-work"></a>
-</h3>
+<h3 class="callout-title">Exercise: Did it work?</h3>
 <div class="callout-content">
 <p>Can you remember how to run a container interactively? Try that with
 this one. Once inside, try running the Python script.</p>
@@ -3106,8 +3034,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="security-warning" class="callout-inner">
-<h3 class="callout-title">Security Warning<a class="anchor" aria-label="anchor" href="#security-warning"></a>
-</h3>
+<h3 class="callout-title">Security Warning</h3>
 <div class="callout-content">
 <p>Login credentials including passwords, tokens, secure access tokens
 or other secrets must never be stored in a container. If secrets are
@@ -3121,8 +3048,7 @@ <h3 class="callout-title">Security Warning<a class="anchor" aria-label="anchor"
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="copying-alternatives" class="callout-inner">
-<h3 class="callout-title">Copying alternatives<a class="anchor" aria-label="anchor" href="#copying-alternatives"></a>
-</h3>
+<h3 class="callout-title">Copying alternatives</h3>
 <div class="callout-content">
 <p>Another trick for getting your own files into a container image is by
 using the <code>RUN</code> keyword and downloading the files from the
@@ -3143,7 +3069,6 @@ <h3 class="callout-title">Copying alternatives<a class="anchor" aria-label="anch
 </div>
 </section><section><h2 class="section-heading" id="more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises">More fancy <code>Dockerfile</code> options (optional, for
 presentation or as exercises)<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a>
-<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a>
 </h2>
 <hr class="half-width">
 <p>We can expand on the example above to make our container image even
@@ -3214,8 +3139,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="overriding-the-entrypoint" class="callout-inner">
-<h3 class="callout-title">Overriding the ENTRYPOINT<a class="anchor" aria-label="anchor" href="#overriding-the-entrypoint"></a>
-</h3>
+<h3 class="callout-title">Overriding the ENTRYPOINT</h3>
 <div class="callout-content">
 <p>Sometimes you don’t want to run the image’s <code>ENTRYPOINT</code>.
 For example if you have a specialized container image that does only
@@ -3267,8 +3191,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="best-practices-for-writing-dockerfiles" class="callout-inner">
-<h3 class="callout-title">Best practices for writing Dockerfiles<a class="anchor" aria-label="anchor" href="#best-practices-for-writing-dockerfiles"></a>
-</h3>
+<h3 class="callout-title">Best practices for writing Dockerfiles</h3>
 <div class="callout-content">
 <p>Take a look at Nüst et al.’s “<a href="https://doi.org/10.1371/journal.pcbi.1008316" class="external-link"><em>Ten simple rules
 for writing Dockerfiles for reproducible data science</em></a>” [1] for
@@ -3288,8 +3211,7 @@ <h3 class="callout-title">Best practices for writing Dockerfiles<a class="anchor
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>Docker allows containers to read and write files from the Docker
@@ -3341,7 +3263,6 @@ <h3 class="card-title">Objectives</h3>
 <p>You may choose one or more of the following examples to practice
 using containers.</p>
 <section><h2 class="section-heading" id="github-actions-example">GitHub Actions Example<a class="anchor" aria-label="anchor" href="#github-actions-example"></a>
-<a class="anchor" aria-label="anchor" href="#github-actions-example"></a>
 </h2>
 <hr class="half-width">
 <p>In this <a href="e01-github-actions.html">GitHub Actions example</a>,
@@ -3355,7 +3276,6 @@ <h3 class="card-title">Objectives</h3>
 
 -->
 </section><section><h2 class="section-heading" id="using-containers-on-an-hpc-cluster">Using Containers on an HPC Cluster<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a>
-<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a>
 </h2>
 <hr class="half-width">
 <p>It is possible to run containers on shared computing systems run by a
@@ -3383,7 +3303,6 @@ <h3 class="card-title">Objectives</h3>
 Workflows at Pawsey</a>: See the episode titled “Run containers on HPC
 with Shifter (and Singularity)”</li>
 </ul></section><section><h2 class="section-heading" id="seeking-examples">Seeking Examples<a class="anchor" aria-label="anchor" href="#seeking-examples"></a>
-<a class="anchor" aria-label="anchor" href="#seeking-examples"></a>
 </h2>
 <hr class="half-width">
 <p>Do you have another example of using Docker in a workflow related to
@@ -3396,8 +3315,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>There are many ways you might use Docker and existing container
@@ -3454,8 +3372,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="work-in-progress" class="callout-inner">
-<h3 class="callout-title">Work in progress…<a class="anchor" aria-label="anchor" href="#work-in-progress"></a>
-</h3>
+<h3 class="callout-title">Work in progress…</h3>
 <div class="callout-content">
 <p>Note that reproducibility aspects of software and containers are an
 active area of research, discussion and development so are subject to
@@ -3465,7 +3382,6 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 </div>
 </div>
 <section><h2 class="section-heading" id="reproducibility">Reproducibility<a class="anchor" aria-label="anchor" href="#reproducibility"></a>
-<a class="anchor" aria-label="anchor" href="#reproducibility"></a>
 </h2>
 <hr class="half-width">
 <p>By <em>reproducibility</em> here we mean the ability of someone else
@@ -3500,7 +3416,6 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 persistent identifier with it, to allow other researchers to reproduce
 and build on your work.</li>
 </ul></section><section><h2 class="section-heading" id="sharing-images">Sharing images<a class="anchor" aria-label="anchor" href="#sharing-images"></a>
-<a class="anchor" aria-label="anchor" href="#sharing-images"></a>
 </h2>
 <hr class="half-width">
 <p>As we have already seen, the Docker Hub provides a platform for
@@ -3520,7 +3435,6 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 by mistake.</li>
 </ul></section><section><h2 class="section-heading" id="archiving-and-persistently-identifying-container-images-using-zenodo">Archiving and persistently identifying container images using
 Zenodo<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a>
-<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a>
 </h2>
 <hr class="half-width">
 <p>When you publish your work or make it publicly available in some way
@@ -3564,7 +3478,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 – for example, some organizations may provide their own, equivalent,
 service.</p>
 </section><section><h2 class="section-heading" id="reproducibility-good-practice">Reproducibility good practice<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a>
-<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a>
 </h2>
 <hr class="half-width">
 <ul>
@@ -3603,7 +3516,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 reproduce the required environment and, hence, the research
 results.</li>
 </ul></section><section><h2 class="section-heading" id="container-granularity">Container Granularity<a class="anchor" aria-label="anchor" href="#container-granularity"></a>
-<a class="anchor" aria-label="anchor" href="#container-granularity"></a>
 </h2>
 <hr class="half-width">
 <p>As mentioned above, one of the decisions you may need to make when
@@ -3623,8 +3535,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="positives-and-negatives" class="callout-inner">
-<h3 class="callout-title">Positives and negatives<a class="anchor" aria-label="anchor" href="#positives-and-negatives"></a>
-</h3>
+<h3 class="callout-title">Positives and negatives</h3>
 <div class="callout-content">
 <p>What are the advantages and disadvantages of the two approaches to
 container granularity for research workflows described above? Think
@@ -3704,8 +3615,7 @@ <h3 id="multiple-smaller-container-images">Multiple smaller container images<a c
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="next-steps-with-containers" class="callout-inner">
-<h3 class="callout-title">Next steps with containers<a class="anchor" aria-label="anchor" href="#next-steps-with-containers"></a>
-</h3>
+<h3 class="callout-title">Next steps with containers</h3>
 <div class="callout-content">
 <p>Now that we’re at the end of the lesson material, take a moment to
 reflect on what you’ve learned, how it applies to you, and what to do
@@ -3727,8 +3637,7 @@ <h3 class="callout-title">Next steps with containers<a class="anchor" aria-label
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>Container images allow us to encapsulate the computation (and data)
@@ -3766,7 +3675,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -3789,8 +3698,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://preview.carpentries.org/docker-introduction/aio.html",
   "identifier": "https://preview.carpentries.org/docker-introduction/aio.html",
   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
-  "datePublished": "2024-08-20"
+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/assets/styles.css b/assets/styles.css
index 58233a7b..4dc74d32 100644
--- a/assets/styles.css
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0)}.dropdown-item:hover,.dropdown-item:focus{color:var(--bs-dropdown-link-hover-color);background-color:var(--bs-dropdown-link-hover-bg)}.dropdown-item.active,.dropdown-item:active{color:var(--bs-dropdown-link-active-color);text-decoration:none;background-color:var(--bs-dropdown-link-active-bg)}.dropdown-item.disabled,.dropdown-item:disabled{color:var(--bs-dropdown-link-disabled-color);pointer-events:none;background-color:rgba(0,0,0,0)}.dropdown-menu.show{display:block}.dropdown-header{display:block;padding:var(--bs-dropdown-header-padding-y) var(--bs-dropdown-header-padding-x);margin-bottom:0;font-size:0.875rem;color:var(--bs-dropdown-header-color);white-space:nowrap}.dropdown-item-text{display:block;padding:var(--bs-dropdown-item-padding-y) var(--bs-dropdown-item-padding-x);color:var(--bs-dropdown-link-color)}.dropdown-menu-dark{--bs-dropdown-color: #dee2e6;--bs-dropdown-bg: #343a40;--bs-dropdown-border-color: var(--bs-border-color-translucent);--bs-dropdown-box-shadow: ;--bs-dropdown-link-color: #dee2e6;--bs-dropdown-link-hover-color: #fff;--bs-dropdown-divider-bg: var(--bs-border-color-translucent);--bs-dropdown-link-hover-bg: rgba(255, 255, 255, 0.15);--bs-dropdown-link-active-color: #fff;--bs-dropdown-link-active-bg: #0d6efd;--bs-dropdown-link-disabled-color: #adb5bd;--bs-dropdown-header-color: #adb5bd}.btn-group,.btn-group-vertical{position:relative;display:inline-flex;vertical-align:middle}.btn-group>.btn,.btn-group-vertical>.btn{position:relative;flex:1 1 auto}.btn-group>.btn-check:checked+.btn,.btn-group>.btn-check:focus+.btn,.btn-group>.btn:hover,.btn-group>.btn:focus,.btn-group>.btn:active,.btn-group>.btn.active,.btn-group-vertical>.btn-check:checked+.btn,.btn-group-vertical>.btn-check:focus+.btn,.btn-group-vertical>.btn:hover,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn.active{z-index:1}.btn-toolbar{display:flex;flex-wrap:wrap;justify-content:flex-start}.btn-toolbar .input-group{width:auto}.btn-group{border-radius:var(--bs-border-radius)}.btn-group>:not(.btn-check:first-child)+.btn,.btn-group>.btn-group:not(:first-child){margin-left:calc(var(--bs-border-width) * -1)}.btn-group>.btn:not(:last-child):not(.dropdown-toggle),.btn-group>.btn.dropdown-toggle-split:first-child,.btn-group>.btn-group:not(:last-child)>.btn{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:nth-child(n+3),.btn-group>:not(.btn-check)+.btn,.btn-group>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-bottom-left-radius:0}.dropdown-toggle-split{padding-right:.5625rem;padding-left:.5625rem}.dropdown-toggle-split::after,.dropup .dropdown-toggle-split::after,.dropend .dropdown-toggle-split::after{margin-left:0}.dropstart .dropdown-toggle-split::before{margin-right:0}.btn-sm+.dropdown-toggle-split,.btn-group-sm>.btn+.dropdown-toggle-split{padding-right:.375rem;padding-left:.375rem}.btn-lg+.dropdown-toggle-split,.btn-group-lg>.btn+.dropdown-toggle-split{padding-right:.75rem;padding-left:.75rem}.btn-group-vertical{flex-direction:column;align-items:flex-start;justify-content:center}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group{width:100%}.btn-group-vertical>.btn:not(:first-child),.btn-group-vertical>.btn-group:not(:first-child){margin-top:calc(var(--bs-border-width) * -1)}.btn-group-vertical>.btn:not(:last-child):not(.dropdown-toggle),.btn-group-vertical>.btn-group:not(:last-child)>.btn{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn~.btn,.btn-group-vertical>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-top-right-radius:0}.nav{--bs-nav-link-padding-x: 1rem;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: 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.nav-link:hover,.nav-underline .nav-link:focus{border-bottom-color:currentcolor}.nav-underline .nav-link.active,.nav-underline .show>.nav-link{font-weight:700;color:var(--bs-nav-underline-link-active-color);border-bottom-color:currentcolor}.nav-fill>.nav-link,.nav-fill .nav-item{flex:1 1 auto;text-align:center}.nav-justified>.nav-link,.nav-justified .nav-item{flex-basis:0;flex-grow:1;text-align:center}.nav-fill .nav-item .nav-link,.nav-justified .nav-item .nav-link{width:100%}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.navbar{--bs-navbar-padding-x: 0;--bs-navbar-padding-y: 0.5rem;--bs-navbar-color: rgba(var(--bs-emphasis-color-rgb), 0.65);--bs-navbar-hover-color: rgba(var(--bs-emphasis-color-rgb), 0.8);--bs-navbar-disabled-color: rgba(var(--bs-emphasis-color-rgb), 0.3);--bs-navbar-active-color: rgba(var(--bs-emphasis-color-rgb), 1);--bs-navbar-brand-padding-y: 0.3125rem;--bs-navbar-brand-margin-end: 1rem;--bs-navbar-brand-font-size: 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.offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 1200px){.navbar-expand-xl{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand-xl .navbar-nav{flex-direction:row}.navbar-expand-xl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xl .navbar-nav-scroll{overflow:visible}.navbar-expand-xl .navbar-collapse{display:flex !important;flex-basis:auto}.navbar-expand-xl .navbar-toggler{display:none}.navbar-expand-xl .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xl .offcanvas .offcanvas-header{display:none}.navbar-expand-xl .offcanvas 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.offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: rgba(255, 255, 255, 0.55);--bs-navbar-hover-color: rgba(255, 255, 255, 0.75);--bs-navbar-disabled-color: rgba(255, 255, 255, 0.25);--bs-navbar-active-color: #fff;--bs-navbar-brand-color: #fff;--bs-navbar-brand-hover-color: #fff;--bs-navbar-toggler-border-color: rgba(255, 255, 255, 0.1);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255, 255, 255, 0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255, 255, 255, 0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: var(--bs-border-width);--bs-card-border-color: var(--bs-border-color-translucent);--bs-card-border-radius: var(--bs-border-radius);--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(var(--bs-body-color-rgb), 0.03);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: var(--bs-body-bg);--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;padding:var(--bs-card-spacer-y) 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.nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;flex-flow:row wrap}.card-group>.card{flex:1 0 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reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: var(--bs-secondary-color);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: var(--bs-secondary-color);display:flex;flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/") /* rtl: var(--bs-breadcrumb-divider, "/") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: var(--bs-link-color);--bs-pagination-bg: var(--bs-body-bg);--bs-pagination-border-width: var(--bs-border-width);--bs-pagination-border-color: var(--bs-border-color);--bs-pagination-border-radius: var(--bs-border-radius);--bs-pagination-hover-color: var(--bs-link-hover-color);--bs-pagination-hover-bg: var(--bs-tertiary-bg);--bs-pagination-hover-border-color: var(--bs-border-color);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: var(--bs-secondary-bg);--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: var(--bs-secondary-color);--bs-pagination-disabled-bg: var(--bs-secondary-bg);--bs-pagination-disabled-border-color: var(--bs-border-color);display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width) * -1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius: var(--bs-border-radius);--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: var(--bs-secondary-bg);--bs-progress-border-radius: var(--bs-border-radius);--bs-progress-box-shadow: var(--bs-box-shadow-inset);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;flex-direction:column;justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: var(--bs-body-color);--bs-list-group-bg: var(--bs-body-bg);--bs-list-group-border-color: var(--bs-border-color);--bs-list-group-border-width: var(--bs-border-width);--bs-list-group-border-radius: var(--bs-border-radius);--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: var(--bs-secondary-color);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-tertiary-bg);--bs-list-group-action-active-color: var(--bs-body-color);--bs-list-group-action-active-bg: var(--bs-secondary-bg);--bs-list-group-disabled-color: var(--bs-secondary-color);--bs-list-group-disabled-bg: var(--bs-body-bg);--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid 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992px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 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var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto 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.offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 1400px){.navbar-expand-xxl{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand-xxl .navbar-nav{flex-direction:row}.navbar-expand-xxl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xxl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xxl .navbar-nav-scroll{overflow:visible}.navbar-expand-xxl .navbar-collapse{display:flex !important;flex-basis:auto}.navbar-expand-xxl .navbar-toggler{display:none}.navbar-expand-xxl .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: rgba(255, 255, 255, 0.55);--bs-navbar-hover-color: rgba(255, 255, 255, 0.75);--bs-navbar-disabled-color: rgba(255, 255, 255, 0.25);--bs-navbar-active-color: #fff;--bs-navbar-brand-color: #fff;--bs-navbar-brand-hover-color: #fff;--bs-navbar-toggler-border-color: rgba(255, 255, 255, 0.1);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255, 255, 255, 0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255, 255, 255, 0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: var(--bs-border-width);--bs-card-border-color: var(--bs-border-color-translucent);--bs-card-border-radius: var(--bs-border-radius);--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(var(--bs-body-color-rgb), 0.03);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: var(--bs-body-bg);--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;flex-flow:row wrap}.card-group>.card{flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: var(--bs-body-color);--bs-accordion-bg: var(--bs-body-bg);--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: var(--bs-border-color);--bs-accordion-border-width: var(--bs-border-width);--bs-accordion-border-radius: var(--bs-border-radius);--bs-accordion-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: var(--bs-body-color);--bs-accordion-btn-bg: var(--bs-accordion-bg);--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23052c65'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #86b7fe;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: var(--bs-primary-text-emphasis);--bs-accordion-active-bg: var(--bs-primary-bg-subtle)}.accordion-button{position:relative;display:flex;align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: var(--bs-secondary-color);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: var(--bs-secondary-color);display:flex;flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/") /* rtl: var(--bs-breadcrumb-divider, "/") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: var(--bs-link-color);--bs-pagination-bg: var(--bs-body-bg);--bs-pagination-border-width: var(--bs-border-width);--bs-pagination-border-color: var(--bs-border-color);--bs-pagination-border-radius: var(--bs-border-radius);--bs-pagination-hover-color: var(--bs-link-hover-color);--bs-pagination-hover-bg: var(--bs-tertiary-bg);--bs-pagination-hover-border-color: var(--bs-border-color);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: var(--bs-secondary-bg);--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: var(--bs-secondary-color);--bs-pagination-disabled-bg: var(--bs-secondary-bg);--bs-pagination-disabled-border-color: var(--bs-border-color);display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width) * -1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius: var(--bs-border-radius);--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: var(--bs-secondary-bg);--bs-progress-border-radius: var(--bs-border-radius);--bs-progress-box-shadow: var(--bs-box-shadow-inset);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;flex-direction:column;justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: var(--bs-body-color);--bs-list-group-bg: var(--bs-body-bg);--bs-list-group-border-color: var(--bs-border-color);--bs-list-group-border-width: var(--bs-border-width);--bs-list-group-border-radius: var(--bs-border-radius);--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: var(--bs-secondary-color);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-tertiary-bg);--bs-list-group-action-active-color: var(--bs-body-color);--bs-list-group-action-active-bg: var(--bs-secondary-bg);--bs-list-group-disabled-color: var(--bs-secondary-color);--bs-list-group-disabled-bg: var(--bs-body-bg);--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-border-width: var(--bs-border-width);--bs-toast-border-color: var(--bs-border-color-translucent);--bs-toast-border-radius: var(--bs-border-radius);--bs-toast-box-shadow: var(--bs-box-shadow);--bs-toast-header-color: var(--bs-secondary-color);--bs-toast-header-bg: rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color: var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: var(--bs-body-bg);--bs-modal-border-color: var(--bs-border-color-translucent);--bs-modal-border-width: var(--bs-border-width);--bs-modal-border-radius: var(--bs-border-radius-lg);--bs-modal-box-shadow: var(--bs-box-shadow-sm);--bs-modal-inner-border-radius: calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: var(--bs-border-color);--bs-modal-header-border-width: var(--bs-border-width);--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: var(--bs-border-color);--bs-modal-footer-border-width: var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static 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diff --git a/assets/styles.css.map b/assets/styles.css.map
index 20331e4b..8bfaddeb 100644
--- a/assets/styles.css.map
+++ b/assets/styles.css.map
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\ No newline at end of file
diff --git a/creating-container-images.html b/creating-container-images.html
index ead73e7f..75698cab 100644
--- a/creating-container-images.html
+++ b/creating-container-images.html
@@ -304,10 +304,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -327,7 +327,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -408,8 +408,7 @@ <h3 class="card-title">Objectives</h3>
 <li>You want to have a container image to “archive” all the specific
 software versions you ran for a project.</li>
 <li>You want to share your workflow with someone else.</li>
-</ul><section><h2 class="section-heading" id="interactive-installation">Interactive installation<a class="anchor" aria-label="anchor" href="#interactive-installation"></a>
-<a class="anchor" aria-label="anchor" href="#interactive-installation"></a></h2>
+</ul><section><h2 class="section-heading" id="interactive-installation">Interactive installation<a class="anchor" aria-label="anchor" href="#interactive-installation"></a></h2>
 <hr class="half-width"><p>Before creating a reproducible installation, let’s experiment with
 installing software inside a container. Start a container from the
 <code>alpine</code> container image we used before, interactively:</p>
@@ -449,8 +448,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-searching-for-help" class="callout-inner">
-<h3 class="callout-title">Exercise: Searching for Help<a class="anchor" aria-label="anchor" href="#exercise-searching-for-help"></a>
-</h3>
+<h3 class="callout-title">Exercise: Searching for Help</h3>
 <div class="callout-content">
 <p>Can you find instructions for installing R on Alpine Linux? Do they
 work?</p>
@@ -462,7 +460,7 @@ <h3 class="callout-title">Exercise: Searching for Help<a class="anchor" aria-lab
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>A quick search should hopefully show that the way to install R on
 Alpine Linux is:</p>
@@ -488,7 +486,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </h3>
 <pre class="sourceCode bash" tabindex="0"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" tabindex="-1"></a><span class="ex">/#</span> exit</span></code></pre>
 </div>
-</section><section><h2 class="section-heading" id="put-installation-instructions-in-a-dockerfile">Put installation instructions in a <code>Dockerfile</code><a class="anchor" aria-label="anchor" href="#put-installation-instructions-in-a-dockerfile"></a>
+</section><section><h2 class="section-heading" id="put-installation-instructions-in-a-dockerfile">Put installation instructions in a <code>Dockerfile</code>
 <a class="anchor" aria-label="anchor" href="#put-installation-instructions-in-a-dockerfile"></a></h2>
 <hr class="half-width"><p>A <code>Dockerfile</code> is a plain text file with keywords and
 commands that can be used to create a new container image.</p>
@@ -533,8 +531,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <div id="shell-form-and-exec-form-for-cmd" class="callout-inner">
 <h3 class="callout-title">
 <em>shell-form</em> and <em>exec-form</em> for
-CMD<a class="anchor" aria-label="anchor" href="#shell-form-and-exec-form-for-cmd"></a>
-</h3>
+CMD</h3>
 <div class="callout-content">
 <p>Another way to specify the parameter for the <a href="https://docs.docker.com/engine/reference/builder/#cmd" class="external-link"><code>CMD</code>
 instruction</a> is the <em>shell-form</em>. Here you type the command as
@@ -552,8 +549,7 @@ <h3 class="callout-title">
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-take-a-guess" class="callout-inner">
-<h3 class="callout-title">Exercise: Take a Guess<a class="anchor" aria-label="anchor" href="#exercise-take-a-guess"></a>
-</h3>
+<h3 class="callout-title">Exercise: Take a Guess</h3>
 <div class="callout-content">
 <p>Do you have any ideas about what we should use to fill in the sample
 Dockerfile to replicate the installation we did above?</p>
@@ -565,7 +561,7 @@ <h3 class="callout-title">Exercise: Take a Guess<a class="anchor" aria-label="an
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Solution: </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Based on our experience above, edit the <code>Dockerfile</code> (in
 your text editor of choice) to look like this:</p>
@@ -580,8 +576,7 @@ <h4 class="accordion-header" id="headingSolution2"> Solution: </h4>
 solution to the preceding exercise will use Alpine Linux as the base
 container image, add Python 3 and the Cython library, and set a default
 command to request Python 3 to report its version information.</p>
-</section><section><h2 class="section-heading" id="create-a-new-docker-image">Create a new Docker image<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a>
-<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a></h2>
+</section><section><h2 class="section-heading" id="create-a-new-docker-image">Create a new Docker image<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a></h2>
 <hr class="half-width"><p>So far, we only have a text file named <code>Dockerfile</code> – we
 do not yet have a container image. We want Docker to take this
 <code>Dockerfile</code>, run the installation commands contained within
@@ -618,8 +613,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="build-context" class="callout-inner">
-<h3 class="callout-title">Build Context<a class="anchor" aria-label="anchor" href="#build-context"></a>
-</h3>
+<h3 class="callout-title">Build Context</h3>
 <div class="callout-content">
 <p>Notice that the final input to <code>docker image build</code> isn’t
 the Dockerfile – it’s a directory! In the command above, we’ve used the
@@ -642,8 +636,7 @@ <h3 class="callout-title">Build Context<a class="anchor" aria-label="anchor" hre
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-review" class="callout-inner">
-<h3 class="callout-title">Exercise: Review!<a class="anchor" aria-label="anchor" href="#exercise-review"></a>
-</h3>
+<h3 class="callout-title">Exercise: Review!</h3>
 <div class="callout-content">
 <ol style="list-style-type: decimal"><li><p>Think back to earlier. What command can you run to check if your
 container image was created successfully? (Hint: what command shows the
@@ -662,7 +655,7 @@ <h3 class="callout-title">Exercise: Review!<a class="anchor" aria-label="anchor"
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li><p>To see your new image, run <code>docker image ls</code>. You
 should see the name of your new container image under the “REPOSITORY”
@@ -694,8 +687,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 effected the combination of a lightweight Linux operating system with
 your specification to run a given command that can operate reliably on
 macOS, Microsoft Windows, Linux and on the cloud!</p>
-</section><section><h2 class="section-heading" id="boring-but-important-notes-about-installation">Boring but important notes about installation<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a>
-<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a></h2>
+</section><section><h2 class="section-heading" id="boring-but-important-notes-about-installation">Boring but important notes about installation<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a></h2>
 <hr class="half-width"><p>There are a lot of choices when it comes to installing software –
 sometimes too many! Here are some things to consider when creating your
 own container image:</p>
@@ -750,8 +742,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 take notes!</li>
 <li>From your interactive installation, create a <code>Dockerfile</code>
 and then try to build the container image from that.</li>
-</ul></section><section><h2 class="section-heading" id="share-your-new-container-image-on-docker-hub">Share your new container image on Docker Hub<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a></h2>
+</ul></section><section><h2 class="section-heading" id="share-your-new-container-image-on-docker-hub">Share your new container image on Docker Hub<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a></h2>
 <hr class="half-width"><p>Container images that you release publicly can be stored on the
 Docker Hub for free. If you name your container image as described
 above, with your Docker Hub username, all you need to do is run the
@@ -771,8 +762,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="logging-in" class="callout-inner">
-<h3 class="callout-title">Logging In<a class="anchor" aria-label="anchor" href="#logging-in"></a>
-</h3>
+<h3 class="callout-title">Logging In</h3>
 <div class="callout-content">
 <p>Technically, you have to be logged into Docker on your computer for
 this to work. Usually it happens by default, but if
@@ -782,8 +772,7 @@ <h3 class="callout-title">Logging In<a class="anchor" aria-label="anchor" href="
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="whats-in-a-name-again">What’s in a name? (again)<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a>
-<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a></h2>
+</section><section><h2 class="section-heading" id="whats-in-a-name-again">What’s in a name? (again)<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a></h2>
 <hr class="half-width"><p>You don’t <em>have</em> to name your containers images using the
 <code>USERNAME/CONTAINER_IMAGE_NAME:TAG</code> naming scheme. On your
 own computer, you can call container images whatever you want, and refer
@@ -808,8 +797,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>
 <code>Dockerfile</code>s specify what is within Docker container
@@ -858,7 +846,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -881,7 +869,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/creating-container-images.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/discuss.html b/discuss.html
index 47740ab3..09f7531c 100644
--- a/discuss.html
+++ b/discuss.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -392,7 +392,7 @@ <h1>Discussion</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -415,7 +415,7 @@ <h1>Discussion</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/discuss.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/docker-hub.html b/docker-hub.html
index c39da492..eadbaabd 100644
--- a/docker-hub.html
+++ b/docker-hub.html
@@ -302,10 +302,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -325,7 +325,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -398,8 +398,7 @@ <h3 class="card-title">Objectives</h3>
 from different container images: <code>hello-world</code>,
 <code>alpine</code>, and maybe <code>ubuntu</code>. Where did these
 container images come from? The Docker Hub!</p>
-<section><h2 class="section-heading" id="introducing-the-docker-hub">Introducing the Docker Hub<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a></h2>
+<section><h2 class="section-heading" id="introducing-the-docker-hub">Introducing the Docker Hub<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a></h2>
 <hr class="half-width"><p>The Docker Hub is an online repository of container images, a vast
 number of which are publicly available. A large number of the container
 images are curated by the developers of the software that they package.
@@ -412,8 +411,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-can-be-used-without-connecting-to-the-docker-hub" class="callout-inner">
-<h3 class="callout-title">Docker can be used without connecting to the Docker Hub<a class="anchor" aria-label="anchor" href="#docker-can-be-used-without-connecting-to-the-docker-hub"></a>
-</h3>
+<h3 class="callout-title">Docker can be used without connecting to the Docker Hub</h3>
 <div class="callout-content">
 <p>Note that while the Docker Hub is well integrated into Docker
 functionality, the Docker Hub is certainly not required for all types of
@@ -423,8 +421,7 @@ <h3 class="callout-title">Docker can be used without connecting to the Docker Hu
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="exploring-an-example-docker-hub-page">Exploring an Example Docker Hub Page<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a>
-<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a></h2>
+</section><section><h2 class="section-heading" id="exploring-an-example-docker-hub-page">Exploring an Example Docker Hub Page<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a></h2>
 <hr class="half-width"><p>As an example of a Docker Hub page, let’s explore the page for the
 official Python language container images. The most basic form of
 containerized Python is in the <code>python</code> container image
@@ -445,8 +442,7 @@ <h3 class="callout-title">Docker can be used without connecting to the Docker Hu
 </ul><p>The “How to use the image” section of most container images’ pages
 will provide examples that are likely to cover your intended use of the
 container image.</p>
-</section><section><h2 class="section-heading" id="exploring-container-image-versions">Exploring Container Image Versions<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a>
-<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a></h2>
+</section><section><h2 class="section-heading" id="exploring-container-image-versions">Exploring Container Image Versions<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a></h2>
 <hr class="half-width"><p>A single Docker Hub page can have many different versions of
 container images, based on the version of the software inside. These
 versions are indicated by “tags”. When referring to the specific version
@@ -486,8 +482,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="repositories" class="callout-inner">
-<h3 class="callout-title">Repositories<a class="anchor" aria-label="anchor" href="#repositories"></a>
-</h3>
+<h3 class="callout-title">Repositories</h3>
 <div class="callout-content">
 <p>The technical name for the contents of a Docker Hub page is a
 “repository.” The tag indicates the specific version of the container
@@ -502,8 +497,7 @@ <h3 class="callout-title">Repositories<a class="anchor" aria-label="anchor" href
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="whats-in-a-name" class="callout-inner">
-<h3 class="callout-title">What’s in a name?<a class="anchor" aria-label="anchor" href="#whats-in-a-name"></a>
-</h3>
+<h3 class="callout-title">What’s in a name?</h3>
 <div class="callout-content">
 <p>How would I download the Docker container image produced by the
 <code>rocker</code> group that has version 3.6.1 of R and the tidyverse
@@ -536,8 +530,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="finding-container-images-on-docker-hub">Finding Container Images on Docker Hub<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a></h2>
+</section><section><h2 class="section-heading" id="finding-container-images-on-docker-hub">Finding Container Images on Docker Hub<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a></h2>
 <hr class="half-width"><p>There are many different container images on Docker Hub. This is
 where the real advantage of using containers shows up – each container
 image represents a complete software installation that you can use and
@@ -566,8 +559,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="what-container-image-is-right-for-you" class="callout-inner">
-<h3 class="callout-title">What container image is right for you?<a class="anchor" aria-label="anchor" href="#what-container-image-is-right-for-you"></a>
-</h3>
+<h3 class="callout-title">What container image is right for you?</h3>
 <div class="callout-content">
 <p>Find a Docker container image that’s relevant to you. Take into
 account the suggestions above of what to look for as you evaluate
@@ -586,8 +578,7 @@ <h3 class="callout-title">What container image is right for you?<a class="anchor
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>The Docker Hub is an online repository of container images.</li>
 <li>Many Docker Hub container images are public, and may be officially
@@ -640,7 +631,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -663,7 +654,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/docker-hub.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/docker-image-examples.html b/docker-image-examples.html
index 36fbaff6..187048aa 100644
--- a/docker-image-examples.html
+++ b/docker-image-examples.html
@@ -301,10 +301,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -324,7 +324,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -393,8 +393,7 @@ <h3 class="card-title">Objectives</h3>
 workflow.</p>
 <p>You may choose one or more of the following examples to practice
 using containers.</p>
-<section><h2 class="section-heading" id="github-actions-example">GitHub Actions Example<a class="anchor" aria-label="anchor" href="#github-actions-example"></a>
-<a class="anchor" aria-label="anchor" href="#github-actions-example"></a></h2>
+<section><h2 class="section-heading" id="github-actions-example">GitHub Actions Example<a class="anchor" aria-label="anchor" href="#github-actions-example"></a></h2>
 <hr class="half-width"><p>In this <a href="e01-github-actions.html">GitHub Actions example</a>,
 you can learn more about continuous integration in the cloud and how you
 can use container images with GitHub to automate repetitive tasks like
@@ -405,8 +404,7 @@ <h3 class="card-title">Objectives</h3>
 Ask @mkuzak to make a PR to add extra for <https://github.com/escience-academy/docker-gdal-demo>
 
 -->
-</section><section><h2 class="section-heading" id="using-containers-on-an-hpc-cluster">Using Containers on an HPC Cluster<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a>
-<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a></h2>
+</section><section><h2 class="section-heading" id="using-containers-on-an-hpc-cluster">Using Containers on an HPC Cluster<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a></h2>
 <hr class="half-width"><p>It is possible to run containers on shared computing systems run by a
 university or national computing center. As a researcher, you can build
 container images and test containers on your own computer and then run
@@ -430,8 +428,7 @@ <h3 class="card-title">Objectives</h3>
 <a href="https://pawseysc.github.io/container-workflows/" class="external-link">Container
 Workflows at Pawsey</a>: See the episode titled “Run containers on HPC
 with Shifter (and Singularity)”</li>
-</ul></section><section><h2 class="section-heading" id="seeking-examples">Seeking Examples<a class="anchor" aria-label="anchor" href="#seeking-examples"></a>
-<a class="anchor" aria-label="anchor" href="#seeking-examples"></a></h2>
+</ul></section><section><h2 class="section-heading" id="seeking-examples">Seeking Examples<a class="anchor" aria-label="anchor" href="#seeking-examples"></a></h2>
 <hr class="half-width"><p>Do you have another example of using Docker in a workflow related to
 your field? Please <a href="https://github.com/carpentries-incubator/docker-introduction/issues/new" class="external-link">open
 a lesson issue</a> or <a href="https://github.com/carpentries-incubator/docker-introduction/pulls" class="external-link">submit
@@ -442,8 +439,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>There are many ways you might use Docker and existing container
 images in your research project.</li>
@@ -486,7 +482,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -509,7 +505,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/docker-image-examples.html",
   "dateCreated": "2024-08-16",
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+  "datePublished": "2024-08-27"
 }
 
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diff --git a/e01-github-actions.html b/e01-github-actions.html
index d958de0a..700bdcbc 100644
--- a/e01-github-actions.html
+++ b/e01-github-actions.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -359,8 +359,7 @@ <h1>Using Docker with Github Actions</h1>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Callout<a class="anchor" aria-label="anchor" href="#callout1"></a>
-</h3>
+<h3 class="callout-title">Callout</h3>
 <div class="callout-content">
 <p>This lesson can be taught as a replacement of the episode “Containers
 on the Cloud”. Participants should have experience working with
@@ -423,8 +422,7 @@ <h1 id="building-github-io-pages-with-pandoc">Building Github.io pages with Pand
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="why-pandoc" class="callout-inner">
-<h3 class="callout-title">Why Pandoc?<a class="anchor" aria-label="anchor" href="#why-pandoc"></a>
-</h3>
+<h3 class="callout-title">Why Pandoc?</h3>
 <div class="callout-content">
 <p>There are other engines that can do this for you, but here are some
 features that win some people over:</p>
@@ -625,7 +623,7 @@ <h1 id="reference-material">Reference material<a class="anchor" aria-label="anch
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
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 	<div id="to-top">
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diff --git a/images.html b/images.html
index 3d5c9fba..43c43d85 100644
--- a/images.html
+++ b/images.html
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             </div>
 
             <hr class="half-width">
-<div class="accordion accordion-flush resources" id="accordionFlush12">
+<div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
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-            <hr class="half-width resources">
+            <hr class="half-width lesson-resources">
 <a href="aio.html">See all in one page</a>
 
 
@@ -441,7 +441,7 @@ <h3 id="introduction-figure-1">Figure 1</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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diff --git a/index.html b/index.html
index f63b4d6b..c3288061 100644
--- a/index.html
+++ b/index.html
@@ -292,10 +292,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
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+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
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                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -353,8 +353,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="containers-on-hpc-systems" class="callout-inner">
-<h3 class="callout-title">Containers on HPC systems<a class="anchor" aria-label="anchor" href="#containers-on-hpc-systems"></a>
-</h3>
+<h3 class="callout-title">Containers on HPC systems</h3>
 <div class="callout-content">
 <p>On HPC systems it is more likely that <em>Singularity</em> rather
 than Docker will be the available container technology. If you are
@@ -371,8 +370,7 @@ <h3 class="callout-title">Containers on HPC systems<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="check"></i>
 </div>
 <div id="prerequisites" class="callout-inner">
-<h3 class="callout-title">Prerequisites<a class="anchor" aria-label="anchor" href="#prerequisites"></a>
-</h3>
+<h3 class="callout-title">Prerequisites</h3>
 <div class="callout-content">
 <ul><li>You should have basic familiarity with using a command shell, and
 the lesson text will at times request that you “open a shell window”,
@@ -398,8 +396,7 @@ <h3 class="callout-title">Prerequisites<a class="anchor" aria-label="anchor" hre
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="target-audience" class="callout-inner">
-<h3 class="callout-title">Target audience<a class="anchor" aria-label="anchor" href="#target-audience"></a>
-</h3>
+<h3 class="callout-title">Target audience</h3>
 <div class="callout-content">
 <p>This lesson on the use of Docker is intended to be relevant to a wide
 range of researchers, as well as existing and prospective technical
@@ -419,8 +416,7 @@ <h3 class="callout-title">Target audience<a class="anchor" aria-label="anchor" h
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="a-note-about-docker" class="callout-inner">
-<h3 class="callout-title">A note about Docker<a class="anchor" aria-label="anchor" href="#a-note-about-docker"></a>
-</h3>
+<h3 class="callout-title">A note about Docker</h3>
 <div class="callout-content">
 <p>Docker is a mature, robust and very widely used application.
 Nonetheless, it is still under extensive development. New versions are
@@ -510,8 +506,7 @@ <h4 id="microsoft-windows">Microsoft Windows<a class="anchor" aria-label="anchor
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="warning-git-bash" class="callout-inner">
-<h3 class="callout-title">Warning: Git Bash<a class="anchor" aria-label="anchor" href="#warning-git-bash"></a>
-</h3>
+<h3 class="callout-title">Warning: Git Bash</h3>
 <div class="callout-content">
 <p>If you are using Git Bash as your terminal on Windows then you should
 be aware that you may run into issues running some of the commands in
@@ -692,7 +687,7 @@ <h3 id="a-quick-tutorial-on-copypasting-file-contents-from-episodes-of-the-lesso
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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 	<div id="to-top">
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diff --git a/instructor-notes.html b/instructor-notes.html
index 5363419b..6c3b2860 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -354,10 +354,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
             </div>
 
             <hr class="half-width">
-<div class="accordion accordion-flush resources" id="accordionFlush12">
+<div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
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-            <hr class="half-width resources">
+            <hr class="half-width lesson-resources">
 <a href="aio.html">See all in one page</a>
 
 
@@ -406,7 +406,6 @@ <h1>Instructor Notes</h1>
         
 
 <section><h2 class="section-heading" id="before-teaching-this-lesson">Before Teaching This Lesson<a class="anchor" aria-label="anchor" href="#before-teaching-this-lesson"></a>
-<a class="anchor" aria-label="anchor" href="#before-teaching-this-lesson"></a>
 </h2>
 <hr class="half-width">
 <p><a href="https://www.docker.com/" class="external-link">Docker</a> and its associated
@@ -428,7 +427,6 @@ <h1>Instructor Notes</h1>
 requests (linked to issues) that resolve anything that doesn’t work as
 expected with the lesson content.</p>
 </section><section><h2 class="section-heading" id="miscellaneous-tips">Miscellaneous Tips<a class="anchor" aria-label="anchor" href="#miscellaneous-tips"></a>
-<a class="anchor" aria-label="anchor" href="#miscellaneous-tips"></a>
 </h2>
 <hr class="half-width">
 <ul>
@@ -477,7 +475,6 @@ <h1>Instructor Notes</h1>
 and a good way to make sure that you’ve addressed specific concerns or
 goals of the participants.</li>
 </ul></section><section><h2 class="section-heading" id="learner-profiles-and-pathways">Learner Profiles and Pathways<a class="anchor" aria-label="anchor" href="#learner-profiles-and-pathways"></a>
-<a class="anchor" aria-label="anchor" href="#learner-profiles-and-pathways"></a>
 </h2>
 <hr class="half-width">
 <p>In this section we provide some details of example learner profiles
@@ -663,7 +660,6 @@ <h3 id="learner-pathways">Learner Pathways<a class="anchor" aria-label="anchor"
 </ul>
 </div>
 </section><section><h2 class="section-heading" id="common-points-of-confusion">Common Points of Confusion<a class="anchor" aria-label="anchor" href="#common-points-of-confusion"></a>
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 </h2>
 <hr class="half-width">
 <ul>
@@ -704,7 +700,7 @@ <h3 id="learner-pathways">Learner Pathways<a class="anchor" aria-label="anchor"
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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diff --git a/instructor/06-containers-on-the-cloud.html b/instructor/06-containers-on-the-cloud.html
index 72997ba5..c6fc78e1 100644
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+++ b/instructor/06-containers-on-the-cloud.html
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               </div>
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-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
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                 <h2 class="accordion-header" id="flush-headingTwelve">
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@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -355,8 +355,7 @@ <h1>Creating Containers on the Cloud</h1>
         </div>
 
         
-<section><h2 class="section-heading" id="containers-can-be-created-on-cloud-computing-platforms">Containers can be created on cloud computing platforms<a class="anchor" aria-label="anchor" href="#containers-can-be-created-on-cloud-computing-platforms"></a>
-<a class="anchor" aria-label="anchor" href="#containers-can-be-created-on-cloud-computing-platforms"></a></h2>
+<section><h2 class="section-heading" id="containers-can-be-created-on-cloud-computing-platforms">Containers can be created on cloud computing platforms<a class="anchor" aria-label="anchor" href="#containers-can-be-created-on-cloud-computing-platforms"></a></h2>
 <hr class="half-width"><p>There are lots of ways containers can be created on cloud computing
 platforms (a.k.a., “in the cloud”). Most commercial cloud providers now
 offer a container hosting service that will connect to the Docker Hub in
@@ -377,8 +376,7 @@ <h1>Creating Containers on the Cloud</h1>
 </div>
 <div id="there-are-many-excellent-sites-for-storing-public-software-repositories" class="callout-inner">
 <h3 class="callout-title">There are many excellent sites for storing
-public software repositories<a class="anchor" aria-label="anchor" href="#there-are-many-excellent-sites-for-storing-public-software-repositories"></a>
-</h3>
+public software repositories</h3>
 <div class="callout-content">
 <ul><li>Note that Bitbucket, GitHub and GitLab all achieve similar
 functions.</li>
@@ -520,7 +518,7 @@ <h3 id="edit-your-repositorys-bitbucket-pipelines-yml-file-through-the-web">Edit
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -543,7 +541,7 @@ <h3 id="edit-your-repositorys-bitbucket-pipelines-yml-file-through-the-web">Edit
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/06-containers-on-the-cloud.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/08-orchestration.html b/instructor/08-orchestration.html
index 865afe1a..ec1d5376 100644
--- a/instructor/08-orchestration.html
+++ b/instructor/08-orchestration.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -355,8 +355,7 @@ <h1>Container Orchestration</h1>
         </div>
 
         
-<section><h2 class="section-heading" id="container-orchestration">Container Orchestration<a class="anchor" aria-label="anchor" href="#container-orchestration"></a>
-<a class="anchor" aria-label="anchor" href="#container-orchestration"></a></h2>
+<section><h2 class="section-heading" id="container-orchestration">Container Orchestration<a class="anchor" aria-label="anchor" href="#container-orchestration"></a></h2>
 <hr class="half-width"><p>Although you can certainly manage research workflows that use
 multiple containers manually, there are a number of container
 orchestration tools that you may find useful when managing workflows
@@ -372,8 +371,7 @@ <h1>Container Orchestration</h1>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="the-wild-west" class="callout-inner">
-<h3 class="callout-title">The Wild West<a class="anchor" aria-label="anchor" href="#the-wild-west"></a>
-</h3>
+<h3 class="callout-title">The Wild West</h3>
 <div class="callout-content">
 <p>Use of container orchestration tools for research workflows is a
 relatively new concept and so there is not a huge amount of
@@ -451,7 +449,7 @@ <h3 class="callout-title">The Wild West<a class="anchor" aria-label="anchor" hre
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -474,7 +472,7 @@ <h3 class="callout-title">The Wild West<a class="anchor" aria-label="anchor" hre
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/08-orchestration.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 55217ccd..6bb208b3 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -309,10 +309,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -333,7 +333,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="https://preview.carpentries.org/docker-introduction/instructor/aio.html" class="external-link">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="https://preview.carpentries.org/docker-introduction/instructor/aio.html" class="external-link">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -350,8 +350,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
     <main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Page not found</h1>
         
-<section><h2 class="section-heading" id="our-apologies">Our apologies!<a class="anchor" aria-label="anchor" href="#our-apologies"></a>
-<a class="anchor" aria-label="anchor" href="#our-apologies"></a></h2>
+<section><h2 class="section-heading" id="our-apologies">Our apologies!<a class="anchor" aria-label="anchor" href="#our-apologies"></a></h2>
 <hr class="half-width"><p>We cannot seem to find the page you are looking for. Here are some
 tips that may help:</p>
 <ol style="list-style-type: decimal"><li>try going back to the <a href="javascript:history.back()">previous
@@ -386,7 +385,7 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -408,8 +407,8 @@ <h1>Page not found</h1>
   "url": "https://preview.carpentries.org/docker-introduction/instructor/404.html",
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/404.html",
   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
-  "datePublished": "2024-08-20"
+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index a948bdcf..950a6eb8 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -401,7 +401,7 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -424,7 +424,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index ed051ce4..00565ed5 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -356,8 +356,7 @@ <h1>Licenses</h1>
 
         
 
-<section><h2 class="section-heading" id="instructional-material">Instructional Material<a class="anchor" aria-label="anchor" href="#instructional-material"></a>
-<a class="anchor" aria-label="anchor" href="#instructional-material"></a></h2>
+<section><h2 class="section-heading" id="instructional-material">Instructional Material<a class="anchor" aria-label="anchor" href="#instructional-material"></a></h2>
 <hr class="half-width"><p>All Carpentries (Software Carpentry, Data Carpentry, and Library
 Carpentry) instructional material is made available under the <a href="https://creativecommons.org/licenses/by/4.0/" class="external-link">Creative Commons
 Attribution license</a>. The following is a human-readable summary of
@@ -390,8 +389,7 @@ <h1>Licenses</h1>
 permissions necessary for your intended use. For example, other rights
 such as publicity, privacy, or moral rights may limit how you use the
 material.</li>
-</ul></section><section><h2 class="section-heading" id="software">Software<a class="anchor" aria-label="anchor" href="#software"></a>
-<a class="anchor" aria-label="anchor" href="#software"></a></h2>
+</ul></section><section><h2 class="section-heading" id="software">Software<a class="anchor" aria-label="anchor" href="#software"></a></h2>
 <hr class="half-width"><p>Except where otherwise noted, the example programs and other software
 provided by The Carpentries are made available under the <a href="https://opensource.org" class="external-link">OSI</a>-approved <a href="https://opensource.org/licenses/mit-license.html" class="external-link">MIT
 license</a>.</p>
@@ -411,8 +409,7 @@ <h1>Licenses</h1>
 CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
 TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
 SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p>
-</section><section><h2 class="section-heading" id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#trademark"></a>
-<a class="anchor" aria-label="anchor" href="#trademark"></a></h2>
+</section><section><h2 class="section-heading" id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#trademark"></a></h2>
 <hr class="half-width"><p>“The Carpentries”, “Software Carpentry”, “Data Carpentry”, and
 “Library Carpentry” and their respective logos are registered trademarks
 of <a href="https://communityin.org/" class="external-link">Community Initiatives</a>.</p>
@@ -452,7 +449,7 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -475,7 +472,7 @@ <h1>Licenses</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/LICENSE.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/about.html b/instructor/about.html
index 577826c3..05d1447e 100644
--- a/instructor/about.html
+++ b/instructor/about.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -394,7 +394,7 @@ <h1>About</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -417,7 +417,7 @@ <h1>About</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/about.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/advanced-containers.html b/instructor/advanced-containers.html
index e54793e0..e5589697 100644
--- a/instructor/advanced-containers.html
+++ b/instructor/advanced-containers.html
@@ -302,10 +302,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
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+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
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             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -409,8 +409,7 @@ <h3 class="card-title">Objectives</h3>
 gradually more and more complex – most day-to-day use of containers and
 container images can be accomplished using the first 1–2 sections on
 this page.</p>
-<section><h2 class="section-heading" id="using-scripts-and-files-from-outside-the-container">Using scripts and files from outside the container<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a>
-<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a></h2>
+<section><h2 class="section-heading" id="using-scripts-and-files-from-outside-the-container">Using scripts and files from outside the container<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a></h2>
 <hr class="half-width"><p>In your shell, change to the <code>sum</code> folder in the
 <code>docker-intro</code> folder and look at the files inside.</p>
 <div class="codewrapper sourceCode" id="cb1">
@@ -428,8 +427,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="running-containers" class="callout-inner">
-<h3 class="callout-title">Running containers<a class="anchor" aria-label="anchor" href="#running-containers"></a>
-</h3>
+<h3 class="callout-title">Running containers</h3>
 <div class="callout-content">
 <p>Question: What command would we use to run Python from the
 <code>alpine-python</code> container?</p>
@@ -489,8 +487,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="no-such-file-or-directory" class="callout-inner">
-<h3 class="callout-title">No such file or directory<a class="anchor" aria-label="anchor" href="#no-such-file-or-directory"></a>
-</h3>
+<h3 class="callout-title">No such file or directory</h3>
 <div class="callout-content">
 <p>Question: What does the error message mean? Why might the Python
 inside the container not be able to find or open our script?</p>
@@ -522,8 +519,7 @@ <h3 class="callout-title">No such file or directory<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="types-of-mounts" class="callout-inner">
-<h3 class="callout-title">Types of mounts<a class="anchor" aria-label="anchor" href="#types-of-mounts"></a>
-</h3>
+<h3 class="callout-title">Types of mounts</h3>
 <div class="callout-content">
 <p>You will notice that we set the mount <code>type=bind</code>, there
 are other types of mount that can be used in Docker
@@ -566,8 +562,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
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 <div id="other-commonly-used-docker-run-flags" class="callout-inner">
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-</h3>
+<h3 class="callout-title">Other Commonly Used Docker Run Flags</h3>
 <div class="callout-content">
 <p>Docker run has many other useful flags to alter its function. A
 couple that are commonly used include <code>-w</code> and
@@ -595,8 +590,7 @@ <h3 class="callout-title">Other Commonly Used Docker Run Flags<a class="anchor"
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-explore-the-script" class="callout-inner">
-<h3 class="callout-title">Exercise: Explore the script<a class="anchor" aria-label="anchor" href="#exercise-explore-the-script"></a>
-</h3>
+<h3 class="callout-title">Exercise: Explore the script</h3>
 <div class="callout-content">
 <p>What happens if you use the <code>docker container run</code> command
 above and put numbers after the script name?</p>
@@ -621,8 +615,7 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-checking-the-options" class="callout-inner">
-<h3 class="callout-title">Exercise: Checking the options<a class="anchor" aria-label="anchor" href="#exercise-checking-the-options"></a>
-</h3>
+<h3 class="callout-title">Exercise: Checking the options</h3>
 <div class="callout-content">
 <p>Our Docker command has gotten much longer! Can you go through each
 piece of the Docker command above and explain what it does? How would
@@ -663,8 +656,7 @@ <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-interactive-jobs" class="callout-inner">
-<h3 class="callout-title">Exercise: Interactive jobs<a class="anchor" aria-label="anchor" href="#exercise-interactive-jobs"></a>
-</h3>
+<h3 class="callout-title">Exercise: Interactive jobs</h3>
 <div class="callout-content">
 <p>Try using the directory mount option but run the container
 interactively. Can you find the folder that’s connected to your host
@@ -703,8 +695,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 situations, you may want to save or archive an authoritative version of
 your data by adding it to the container image permanently. That’s what
 we will cover next.</p>
-</section><section><h2 class="section-heading" id="including-your-scripts-and-data-within-a-container-image">Including your scripts and data within a container image<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a>
-<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a></h2>
+</section><section><h2 class="section-heading" id="including-your-scripts-and-data-within-a-container-image">Including your scripts and data within a container image<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a></h2>
 <hr class="half-width"><p>Our next project will be to add our own files to a container image –
 something you might want to do if you’re sharing a finished analysis or
 just want to have an archived copy of your entire analysis including the
@@ -739,8 +730,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="the-importance-of-command-order-in-a-dockerfile" class="callout-inner">
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-</h3>
+<h3 class="callout-title">The Importance of Command Order in a Dockerfile</h3>
 <div class="callout-content">
 <p>When you run <code>docker image build</code> it executes the build in
 the order specified in the <code>Dockerfile</code>. This order is
@@ -766,8 +756,7 @@ <h3 class="callout-title">The Importance of Command Order in a Dockerfile<a clas
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-did-it-work" class="callout-inner">
-<h3 class="callout-title">Exercise: Did it work?<a class="anchor" aria-label="anchor" href="#exercise-did-it-work"></a>
-</h3>
+<h3 class="callout-title">Exercise: Did it work?</h3>
 <div class="callout-content">
 <p>Can you remember how to run a container interactively? Try that with
 this one. Once inside, try running the Python script.</p>
@@ -813,8 +802,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="security-warning" class="callout-inner">
-<h3 class="callout-title">Security Warning<a class="anchor" aria-label="anchor" href="#security-warning"></a>
-</h3>
+<h3 class="callout-title">Security Warning</h3>
 <div class="callout-content">
 <p>Login credentials including passwords, tokens, secure access tokens
 or other secrets must never be stored in a container. If secrets are
@@ -828,8 +816,7 @@ <h3 class="callout-title">Security Warning<a class="anchor" aria-label="anchor"
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="copying-alternatives" class="callout-inner">
-<h3 class="callout-title">Copying alternatives<a class="anchor" aria-label="anchor" href="#copying-alternatives"></a>
-</h3>
+<h3 class="callout-title">Copying alternatives</h3>
 <div class="callout-content">
 <p>Another trick for getting your own files into a container image is by
 using the <code>RUN</code> keyword and downloading the files from the
@@ -849,8 +836,7 @@ <h3 class="callout-title">Copying alternatives<a class="anchor" aria-label="anch
 </div>
 </div>
 </section><section><h2 class="section-heading" id="more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises">More fancy <code>Dockerfile</code> options (optional, for
-presentation or as exercises)<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a>
-<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a></h2>
+presentation or as exercises)<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a></h2>
 <hr class="half-width"><p>We can expand on the example above to make our container image even
 more “automatic”. Here are some ideas:</p>
 <div class="section level3">
@@ -918,8 +904,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="overriding-the-entrypoint" class="callout-inner">
-<h3 class="callout-title">Overriding the ENTRYPOINT<a class="anchor" aria-label="anchor" href="#overriding-the-entrypoint"></a>
-</h3>
+<h3 class="callout-title">Overriding the ENTRYPOINT</h3>
 <div class="callout-content">
 <p>Sometimes you don’t want to run the image’s <code>ENTRYPOINT</code>.
 For example if you have a specialized container image that does only
@@ -970,8 +955,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="best-practices-for-writing-dockerfiles" class="callout-inner">
-<h3 class="callout-title">Best practices for writing Dockerfiles<a class="anchor" aria-label="anchor" href="#best-practices-for-writing-dockerfiles"></a>
-</h3>
+<h3 class="callout-title">Best practices for writing Dockerfiles</h3>
 <div class="callout-content">
 <p>Take a look at Nüst et al.’s “<a href="https://doi.org/10.1371/journal.pcbi.1008316" class="external-link"><em>Ten simple rules
 for writing Dockerfiles for reproducible data science</em></a>” [1] for
@@ -991,8 +975,7 @@ <h3 class="callout-title">Best practices for writing Dockerfiles<a class="anchor
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>Docker allows containers to read and write files from the Docker
 host.</li>
@@ -1039,7 +1022,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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@@ -1062,7 +1045,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/advanced-containers.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
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diff --git a/instructor/aio.html b/instructor/aio.html
index 1599ce65..8be9b983 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -359,10 +359,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
             </div>
 
             <hr class="half-width">
-<div class="accordion accordion-flush resources" id="accordionFlush12">
+<div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
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-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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                 </h2>
@@ -390,7 +390,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources">
+            <hr class="half-width lesson-resources">
 <a href="../instructor/aio.html">See all in one page</a>
 
 
@@ -459,8 +459,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="learning-about-docker-containers" class="callout-inner">
-<h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria-label="anchor" href="#learning-about-docker-containers"></a>
-</h3>
+<h3 class="callout-title">Learning about Docker Containers</h3>
 <div class="callout-content">
 <p>The Australian Research Data Commons has produced a short
 introductory video about Docker containers that covers many of the
@@ -475,7 +474,6 @@ <h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria
 </div>
 </div>
 <section><h2 class="section-heading" id="scientific-software-challenges">Scientific Software Challenges<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a>
-<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a>
 </h2>
 <hr class="half-width">
 <div id="whats-your-experience" class="callout discussion">
@@ -483,8 +481,7 @@ <h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="whats-your-experience" class="callout-inner">
-<h3 class="callout-title">What’s Your Experience?<a class="anchor" aria-label="anchor" href="#whats-your-experience"></a>
-</h3>
+<h3 class="callout-title">What’s Your Experience?</h3>
 <div class="callout-content">
 <p>Take a minute to think about challenges that you have experienced in
 using scientific software (or software in general!) for your research.
@@ -528,8 +525,7 @@ <h3 class="callout-title">What’s Your Experience?<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="software-and-science" class="callout-inner">
-<h3 class="callout-title">Software and Science<a class="anchor" aria-label="anchor" href="#software-and-science"></a>
-</h3>
+<h3 class="callout-title">Software and Science</h3>
 <div class="callout-content">
 <p>Again, take a minute to think about how the software challenges we’ve
 discussed could impact (or have impacted!) the quality of your work.
@@ -555,7 +551,6 @@ <h3 class="callout-title">Software and Science<a class="anchor" aria-label="anch
 software dependencies and access to resources such as files and
 communications networks in a uniform manner.</p>
 </section><section><h2 class="section-heading" id="what-is-a-container-what-is-docker">What is a Container? What is Docker?<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a>
-<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a>
 </h2>
 <hr class="half-width">
 <p><a href="https://www.docker.com/" class="external-link">Docker</a> is a tool that allows
@@ -609,8 +604,7 @@ <h3 class="callout-title">Software and Science<a class="anchor" aria-label="anch
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="virtualization" class="callout-inner">
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-</h3>
+<h3 class="callout-title">Virtualization</h3>
 <div class="callout-content">
 <p>Containers are an example of what’s called
 <strong>virtualization</strong> – having a second virtual computer
@@ -638,7 +632,6 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 different type of container (cookie) you need a different container
 image (cookie cutter).</p>
 <figure><img src="../fig/containers-cookie-cutter.png" alt="An image comparing using a cookie cutter to the container workflow" class="figure mx-auto d-block"></figure></section><section><h2 class="section-heading" id="putting-the-pieces-together">Putting the Pieces Together<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a>
-<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a>
 </h2>
 <hr class="half-width">
 <p>Think back to some of the challenges we described at the beginning.
@@ -666,7 +659,6 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 containers from pre-existing container images on your own computer, and
 how to create and share your own container images.</p>
 </section><section><h2 class="section-heading" id="use-cases-for-containers">Use cases for containers<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a>
-<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a>
 </h2>
 <hr class="half-width">
 <p>Now that we have discussed a little bit about containers – what they
@@ -693,8 +685,7 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>Almost all software depends on other software components to
@@ -757,7 +748,6 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 <section><h2 class="section-heading" id="docker-command-line">Docker command line<a class="anchor" aria-label="anchor" href="#docker-command-line"></a>
-<a class="anchor" aria-label="anchor" href="#docker-command-line"></a>
 </h2>
 <hr class="half-width">
 <p>Start the Docker application that you installed in working through
@@ -769,8 +759,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="you-may-need-to-login-to-docker-hub" class="callout-inner">
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-</h3>
+<h3 class="callout-title">You may need to login to Docker Hub</h3>
 <div class="callout-content">
 <p>The Docker application will usually provide a way for you to log in
 to the Docker Hub using the application’s menu (macOS) or systray icon
@@ -786,8 +775,7 @@ <h3 class="callout-title">You may need to login to Docker Hub<a class="anchor" a
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="determining-your-docker-hub-username" class="callout-inner">
-<h3 class="callout-title">Determining your Docker Hub username<a class="anchor" aria-label="anchor" href="#determining-your-docker-hub-username"></a>
-</h3>
+<h3 class="callout-title">Determining your Docker Hub username</h3>
 <div class="callout-content">
 <p>If you no longer recall your Docker Hub username, e.g., because you
 have been logging into the Docker Hub using your email address, you can
@@ -848,7 +836,6 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 Docker Engine, or however else you worked through the setup
 instructions.</p>
 </section><section><h2 class="section-heading" id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#getting-help"></a>
-<a class="anchor" aria-label="anchor" href="#getting-help"></a>
 </h2>
 <hr class="half-width">
 <p>Often when working with a new command line tool, we need to get help.
@@ -1029,8 +1016,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-command-line-interface-cli-syntax" class="callout-inner">
-<h3 class="callout-title">Docker Command Line Interface (CLI) syntax<a class="anchor" aria-label="anchor" href="#docker-command-line-interface-cli-syntax"></a>
-</h3>
+<h3 class="callout-title">Docker Command Line Interface (CLI) syntax</h3>
 <div class="callout-content">
 <p>In this lesson we use the newest Docker CLI syntax <a href="https://www.docker.com/blog/whats-new-in-docker-1-13/" class="external-link">introduced
 with the Docker Engine version 1.13</a>. This new syntax combines
@@ -1055,8 +1041,7 @@ <h3 class="callout-title">Docker Command Line Interface (CLI) syntax<a class="an
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exploring-a-command" class="callout-inner">
-<h3 class="callout-title">Exploring a command<a class="anchor" aria-label="anchor" href="#exploring-a-command"></a>
-</h3>
+<h3 class="callout-title">Exploring a command</h3>
 <div class="callout-content">
 <p>Run <code>docker --help</code> and pick a command from the list.
 Explore the help prompt for that command. Try to guess how a command
@@ -1070,7 +1055,7 @@ <h3 class="callout-title">Exploring a command<a class="anchor" aria-label="ancho
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Suppose we pick the <code>docker image build</code> command:</p>
 <div class="codewrapper sourceCode" id="cb11">
@@ -1140,8 +1125,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>A toolbar icon indicates that Docker is ready to use (on Windows and
@@ -1199,8 +1183,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="reminder-of-terminology-container-images-and-containers" class="callout-inner">
-<h3 class="callout-title">Reminder of terminology: container images and containers<a class="anchor" aria-label="anchor" href="#reminder-of-terminology-container-images-and-containers"></a>
-</h3>
+<h3 class="callout-title">Reminder of terminology: container images and containers</h3>
 <div class="callout-content">
 <p>Recall that a <em>container image</em> is the template from which
 particular instances of <em>containers</em> will be created.</p>
@@ -1211,7 +1194,6 @@ <h3 class="callout-title">Reminder of terminology: container images and containe
 simple container image online called <code>hello-world</code>. We’ll
 start with that one.</p>
 <section><h2 class="section-heading" id="downloading-docker-images">Downloading Docker images<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a>
-<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a>
 </h2>
 <hr class="half-width">
 <p>The <code>docker image</code> command is used to interact with Docker
@@ -1248,8 +1230,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-hub" class="callout-inner">
-<h3 class="callout-title">Docker Hub<a class="anchor" aria-label="anchor" href="#docker-hub"></a>
-</h3>
+<h3 class="callout-title">Docker Hub</h3>
 <div class="callout-content">
 <p>Where did the <code>hello-world</code> container image come from? It
 came from the Docker Hub website, which is a place to share Docker
@@ -1262,8 +1243,7 @@ <h3 class="callout-title">Docker Hub<a class="anchor" aria-label="anchor" href="
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-check-on-your-images" class="callout-inner">
-<h3 class="callout-title">Exercise: Check on Your Images<a class="anchor" aria-label="anchor" href="#exercise-check-on-your-images"></a>
-</h3>
+<h3 class="callout-title">Exercise: Check on Your Images</h3>
 <div class="callout-content">
 <p>What command would you use to see if the <code>hello-world</code>
 Docker container image had downloaded successfully and was on your
@@ -1297,7 +1277,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <code>docker image</code> command to see what Docker container images
 you have on your computer.</p>
 </section><section><h2 class="section-heading" id="running-the-hello-world-container">Running the <code>hello-world</code> container<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a>
-<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a>
 </h2>
 <hr class="half-width">
 <p>To create and run containers from named Docker container images you
@@ -1366,8 +1345,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 <div id="using-docker-container-run-to-get-the-image" class="callout-inner">
 <h3 class="callout-title">Using <code>docker container run</code> to get
-the image<a class="anchor" aria-label="anchor" href="#using-docker-container-run-to-get-the-image"></a>
-</h3>
+the image</h3>
 <div class="callout-content">
 <p>We could have skipped the <code>docker image pull</code> step; if you
 use the <code>docker container run</code> command and you don’t already
@@ -1377,7 +1355,6 @@ <h3 class="callout-title">Using <code>docker container run</code> to get
 </div>
 </div>
 </section><section><h2 class="section-heading" id="running-a-container-with-a-chosen-command">Running a container with a chosen command<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a>
-<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a>
 </h2>
 <hr class="half-width">
 <p>But what if we wanted to do something different with the container?
@@ -1391,8 +1368,7 @@ <h3 class="callout-title">Using <code>docker container run</code> to get
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="run-the-alpine-docker-container" class="callout-inner">
-<h3 class="callout-title">Run the Alpine Docker container<a class="anchor" aria-label="anchor" href="#run-the-alpine-docker-container"></a>
-</h3>
+<h3 class="callout-title">Run the Alpine Docker container</h3>
 <div class="callout-content">
 <p>Try downloading the <code>alpine</code> container image and using it
 to run a container. You can do it in two steps, or one. What are
@@ -1425,8 +1401,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="hello-world-part-2" class="callout-inner">
-<h3 class="callout-title">Hello World, Part 2<a class="anchor" aria-label="anchor" href="#hello-world-part-2"></a>
-</h3>
+<h3 class="callout-title">Hello World, Part 2</h3>
 <div class="callout-content">
 <p>Can you run a copy of the <code>alpine</code> container and make it
 print a “hello world” message?</p>
@@ -1456,7 +1431,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 of the <code>docker container run</code> command and they will execute
 inside the running container.</p>
 </section><section><h2 class="section-heading" id="running-containers-interactively">Running containers interactively<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a>
-<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a>
 </h2>
 <hr class="half-width">
 <p>In all the examples above, Docker has started the container, run a
@@ -1478,8 +1452,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="technically" class="callout-inner">
-<h3 class="callout-title">Technically…<a class="anchor" aria-label="anchor" href="#technically"></a>
-</h3>
+<h3 class="callout-title">Technically…</h3>
 <div class="callout-content">
 <p>Technically, the interactive flag is just <code>-i</code> – the extra
 <code>-t</code> (combined as <code>-it</code> above) is the “pseudo-TTY”
@@ -1518,8 +1491,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="practice-makes-perfect" class="callout-inner">
-<h3 class="callout-title">Practice Makes Perfect<a class="anchor" aria-label="anchor" href="#practice-makes-perfect"></a>
-</h3>
+<h3 class="callout-title">Practice Makes Perfect</h3>
 <div class="callout-content">
 <p>Can you find out the version of Ubuntu installed on the
 <code>ubuntu</code> container image? (Hint: You can use the same command
@@ -1598,8 +1570,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="even-more-options" class="callout-inner">
-<h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor" href="#even-more-options"></a>
-</h3>
+<h3 class="callout-title">Even More Options</h3>
 <div class="callout-content">
 <p>There are many more options, besides <code>-it</code> that can be
 used with the <code>docker container run</code> command! A few of them
@@ -1621,7 +1592,6 @@ <h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </section><section><h2 class="section-heading" id="conclusion">Conclusion<a class="anchor" aria-label="anchor" href="#conclusion"></a>
-<a class="anchor" aria-label="anchor" href="#conclusion"></a>
 </h2>
 <hr class="half-width">
 <p>So far, we’ve seen how to download Docker container images, use them
@@ -1637,8 +1607,7 @@ <h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor"
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>The <code>docker image pull</code> command downloads Docker
@@ -1691,7 +1660,6 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 <section><h2 class="section-heading" id="removing-images">Removing images<a class="anchor" aria-label="anchor" href="#removing-images"></a>
-<a class="anchor" aria-label="anchor" href="#removing-images"></a>
 </h2>
 <hr class="half-width">
 <p>The container images and their corresponding containers can start to
@@ -1738,7 +1706,6 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 currently running, or have been run recently, and how to remove
 these.</p>
 </section><section><h2 class="section-heading" id="what-containers-are-running">What containers are running?<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a>
-<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a>
 </h2>
 <hr class="half-width">
 <p>Working with containers, we are going to shift back to the command:
@@ -1762,9 +1729,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-ps" class="callout-inner">
-<h3 class="callout-title">
-<code>docker ps</code><a class="anchor" aria-label="anchor" href="#docker-ps"></a>
-</h3>
+<h3 class="callout-title"><code>docker ps</code></h3>
 <div class="callout-content">
 <p>The command <code>docker ps</code> serves the same purpose as
 <code>docker container ls</code>, and comes from the Unix shell command
@@ -1773,7 +1738,6 @@ <h3 class="callout-title">
 </div>
 </div>
 </section><section><h2 class="section-heading" id="what-containers-have-run-recently">What containers have run recently?<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a>
-<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a>
 </h2>
 <hr class="half-width">
 <p>There is also a way to list running containers, and those that have
@@ -1797,8 +1761,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="keeping-it-clean" class="callout-inner">
-<h3 class="callout-title">Keeping it clean<a class="anchor" aria-label="anchor" href="#keeping-it-clean"></a>
-</h3>
+<h3 class="callout-title">Keeping it clean</h3>
 <div class="callout-content">
 <p>You might be surprised at the number of containers Docker is still
 keeping track of. One way to prevent this from happening is to add the
@@ -1810,7 +1773,6 @@ <h3 class="callout-title">Keeping it clean<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </section><section><h2 class="section-heading" id="how-do-i-remove-an-exited-container">How do I remove an exited container?<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a>
-<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a>
 </h2>
 <hr class="half-width">
 <p>To delete an exited container you can run the following command,
@@ -1853,7 +1815,6 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 6dd822cf6ca92f3040eaecbd26ad2af63595f30bb7e7a20eacf4554f6ccc9b2b</code></pre>
 </div>
 </section><section><h2 class="section-heading" id="removing-images-for-real-this-time">Removing images, for real this time<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a>
-<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a>
 </h2>
 <hr class="half-width">
 <p>Now that we’ve removed any potentially running or stopped containers,
@@ -1887,8 +1848,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>
@@ -1948,7 +1908,6 @@ <h3 class="card-title">Objectives</h3>
 <code>alpine</code>, and maybe <code>ubuntu</code>. Where did these
 container images come from? The Docker Hub!</p>
 <section><h2 class="section-heading" id="introducing-the-docker-hub">Introducing the Docker Hub<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a>
 </h2>
 <hr class="half-width">
 <p>The Docker Hub is an online repository of container images, a vast
@@ -1963,8 +1922,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-can-be-used-without-connecting-to-the-docker-hub" class="callout-inner">
-<h3 class="callout-title">Docker can be used without connecting to the Docker Hub<a class="anchor" aria-label="anchor" href="#docker-can-be-used-without-connecting-to-the-docker-hub"></a>
-</h3>
+<h3 class="callout-title">Docker can be used without connecting to the Docker Hub</h3>
 <div class="callout-content">
 <p>Note that while the Docker Hub is well integrated into Docker
 functionality, the Docker Hub is certainly not required for all types of
@@ -1975,7 +1933,6 @@ <h3 class="callout-title">Docker can be used without connecting to the Docker Hu
 </div>
 </div>
 </section><section><h2 class="section-heading" id="exploring-an-example-docker-hub-page">Exploring an Example Docker Hub Page<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a>
-<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a>
 </h2>
 <hr class="half-width">
 <p>As an example of a Docker Hub page, let’s explore the page for the
@@ -2001,7 +1958,6 @@ <h3 class="callout-title">Docker can be used without connecting to the Docker Hu
 will provide examples that are likely to cover your intended use of the
 container image.</p>
 </section><section><h2 class="section-heading" id="exploring-container-image-versions">Exploring Container Image Versions<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a>
-<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a>
 </h2>
 <hr class="half-width">
 <p>A single Docker Hub page can have many different versions of
@@ -2043,8 +1999,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="repositories" class="callout-inner">
-<h3 class="callout-title">Repositories<a class="anchor" aria-label="anchor" href="#repositories"></a>
-</h3>
+<h3 class="callout-title">Repositories</h3>
 <div class="callout-content">
 <p>The technical name for the contents of a Docker Hub page is a
 “repository.” The tag indicates the specific version of the container
@@ -2059,8 +2014,7 @@ <h3 class="callout-title">Repositories<a class="anchor" aria-label="anchor" href
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="whats-in-a-name" class="callout-inner">
-<h3 class="callout-title">What’s in a name?<a class="anchor" aria-label="anchor" href="#whats-in-a-name"></a>
-</h3>
+<h3 class="callout-title">What’s in a name?</h3>
 <div class="callout-content">
 <p>How would I download the Docker container image produced by the
 <code>rocker</code> group that has version 3.6.1 of R and the tidyverse
@@ -2094,7 +2048,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </section><section><h2 class="section-heading" id="finding-container-images-on-docker-hub">Finding Container Images on Docker Hub<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a>
 </h2>
 <hr class="half-width">
 <p>There are many different container images on Docker Hub. This is
@@ -2127,8 +2080,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="what-container-image-is-right-for-you" class="callout-inner">
-<h3 class="callout-title">What container image is right for you?<a class="anchor" aria-label="anchor" href="#what-container-image-is-right-for-you"></a>
-</h3>
+<h3 class="callout-title">What container image is right for you?</h3>
 <div class="callout-content">
 <p>Find a Docker container image that’s relevant to you. Take into
 account the suggestions above of what to look for as you evaluate
@@ -2147,8 +2099,7 @@ <h3 class="callout-title">What container image is right for you?<a class="anchor
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>The Docker Hub is an online repository of container images.</li>
@@ -2221,7 +2172,6 @@ <h3 class="card-title">Objectives</h3>
 <li>You want to share your workflow with someone else.</li>
 </ul>
 <section><h2 class="section-heading" id="interactive-installation">Interactive installation<a class="anchor" aria-label="anchor" href="#interactive-installation"></a>
-<a class="anchor" aria-label="anchor" href="#interactive-installation"></a>
 </h2>
 <hr class="half-width">
 <p>Before creating a reproducible installation, let’s experiment with
@@ -2263,8 +2213,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-searching-for-help" class="callout-inner">
-<h3 class="callout-title">Exercise: Searching for Help<a class="anchor" aria-label="anchor" href="#exercise-searching-for-help"></a>
-</h3>
+<h3 class="callout-title">Exercise: Searching for Help</h3>
 <div class="callout-content">
 <p>Can you find instructions for installing R on Alpine Linux? Do they
 work?</p>
@@ -2276,7 +2225,7 @@ <h3 class="callout-title">Exercise: Searching for Help<a class="anchor" aria-lab
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>A quick search should hopefully show that the way to install R on
 Alpine Linux is:</p>
@@ -2302,7 +2251,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </h3>
 <pre class="sourceCode bash" tabindex="0"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" tabindex="-1"></a><span class="ex">/#</span> exit</span></code></pre>
 </div>
-</section><section><h2 class="section-heading" id="put-installation-instructions-in-a-dockerfile">Put installation instructions in a <code>Dockerfile</code><a class="anchor" aria-label="anchor" href="#put-installation-instructions-in-a-dockerfile"></a>
+</section><section><h2 class="section-heading" id="put-installation-instructions-in-a-dockerfile">Put installation instructions in a <code>Dockerfile</code>
 <a class="anchor" aria-label="anchor" href="#put-installation-instructions-in-a-dockerfile"></a>
 </h2>
 <hr class="half-width">
@@ -2351,8 +2300,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <div id="shell-form-and-exec-form-for-cmd" class="callout-inner">
 <h3 class="callout-title">
 <em>shell-form</em> and <em>exec-form</em> for
-CMD<a class="anchor" aria-label="anchor" href="#shell-form-and-exec-form-for-cmd"></a>
-</h3>
+CMD</h3>
 <div class="callout-content">
 <p>Another way to specify the parameter for the <a href="https://docs.docker.com/engine/reference/builder/#cmd" class="external-link"><code>CMD</code>
 instruction</a> is the <em>shell-form</em>. Here you type the command as
@@ -2370,8 +2318,7 @@ <h3 class="callout-title">
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-take-a-guess" class="callout-inner">
-<h3 class="callout-title">Exercise: Take a Guess<a class="anchor" aria-label="anchor" href="#exercise-take-a-guess"></a>
-</h3>
+<h3 class="callout-title">Exercise: Take a Guess</h3>
 <div class="callout-content">
 <p>Do you have any ideas about what we should use to fill in the sample
 Dockerfile to replicate the installation we did above?</p>
@@ -2383,7 +2330,7 @@ <h3 class="callout-title">Exercise: Take a Guess<a class="anchor" aria-label="an
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Solution: </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Based on our experience above, edit the <code>Dockerfile</code> (in
 your text editor of choice) to look like this:</p>
@@ -2399,7 +2346,6 @@ <h4 class="accordion-header" id="headingSolution2"> Solution: </h4>
 container image, add Python 3 and the Cython library, and set a default
 command to request Python 3 to report its version information.</p>
 </section><section><h2 class="section-heading" id="create-a-new-docker-image">Create a new Docker image<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a>
-<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a>
 </h2>
 <hr class="half-width">
 <p>So far, we only have a text file named <code>Dockerfile</code> – we
@@ -2440,8 +2386,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="build-context" class="callout-inner">
-<h3 class="callout-title">Build Context<a class="anchor" aria-label="anchor" href="#build-context"></a>
-</h3>
+<h3 class="callout-title">Build Context</h3>
 <div class="callout-content">
 <p>Notice that the final input to <code>docker image build</code> isn’t
 the Dockerfile – it’s a directory! In the command above, we’ve used the
@@ -2464,8 +2409,7 @@ <h3 class="callout-title">Build Context<a class="anchor" aria-label="anchor" hre
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-review" class="callout-inner">
-<h3 class="callout-title">Exercise: Review!<a class="anchor" aria-label="anchor" href="#exercise-review"></a>
-</h3>
+<h3 class="callout-title">Exercise: Review!</h3>
 <div class="callout-content">
 <ol style="list-style-type: decimal">
 <li><p>Think back to earlier. What command can you run to check if your
@@ -2486,7 +2430,7 @@ <h3 class="callout-title">Exercise: Review!<a class="anchor" aria-label="anchor"
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li><p>To see your new image, run <code>docker image ls</code>. You
@@ -2521,7 +2465,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 your specification to run a given command that can operate reliably on
 macOS, Microsoft Windows, Linux and on the cloud!</p>
 </section><section><h2 class="section-heading" id="boring-but-important-notes-about-installation">Boring but important notes about installation<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a>
-<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a>
 </h2>
 <hr class="half-width">
 <p>There are a lot of choices when it comes to installing software –
@@ -2584,7 +2527,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <li>From your interactive installation, create a <code>Dockerfile</code>
 and then try to build the container image from that.</li>
 </ul></section><section><h2 class="section-heading" id="share-your-new-container-image-on-docker-hub">Share your new container image on Docker Hub<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a>
 </h2>
 <hr class="half-width">
 <p>Container images that you release publicly can be stored on the
@@ -2606,8 +2548,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="logging-in" class="callout-inner">
-<h3 class="callout-title">Logging In<a class="anchor" aria-label="anchor" href="#logging-in"></a>
-</h3>
+<h3 class="callout-title">Logging In</h3>
 <div class="callout-content">
 <p>Technically, you have to be logged into Docker on your computer for
 this to work. Usually it happens by default, but if
@@ -2618,7 +2559,6 @@ <h3 class="callout-title">Logging In<a class="anchor" aria-label="anchor" href="
 </div>
 </div>
 </section><section><h2 class="section-heading" id="whats-in-a-name-again">What’s in a name? (again)<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a>
-<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a>
 </h2>
 <hr class="half-width">
 <p>You don’t <em>have</em> to name your containers images using the
@@ -2645,8 +2585,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>
@@ -2714,7 +2653,6 @@ <h3 class="card-title">Objectives</h3>
 container images can be accomplished using the first 1–2 sections on
 this page.</p>
 <section><h2 class="section-heading" id="using-scripts-and-files-from-outside-the-container">Using scripts and files from outside the container<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a>
-<a class="anchor" aria-label="anchor" href="#using-scripts-and-files-from-outside-the-container"></a>
 </h2>
 <hr class="half-width">
 <p>In your shell, change to the <code>sum</code> folder in the
@@ -2734,8 +2672,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="running-containers" class="callout-inner">
-<h3 class="callout-title">Running containers<a class="anchor" aria-label="anchor" href="#running-containers"></a>
-</h3>
+<h3 class="callout-title">Running containers</h3>
 <div class="callout-content">
 <p>Question: What command would we use to run Python from the
 <code>alpine-python</code> container?</p>
@@ -2795,8 +2732,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="no-such-file-or-directory" class="callout-inner">
-<h3 class="callout-title">No such file or directory<a class="anchor" aria-label="anchor" href="#no-such-file-or-directory"></a>
-</h3>
+<h3 class="callout-title">No such file or directory</h3>
 <div class="callout-content">
 <p>Question: What does the error message mean? Why might the Python
 inside the container not be able to find or open our script?</p>
@@ -2828,8 +2764,7 @@ <h3 class="callout-title">No such file or directory<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="types-of-mounts" class="callout-inner">
-<h3 class="callout-title">Types of mounts<a class="anchor" aria-label="anchor" href="#types-of-mounts"></a>
-</h3>
+<h3 class="callout-title">Types of mounts</h3>
 <div class="callout-content">
 <p>You will notice that we set the mount <code>type=bind</code>, there
 are other types of mount that can be used in Docker
@@ -2872,8 +2807,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="other-commonly-used-docker-run-flags" class="callout-inner">
-<h3 class="callout-title">Other Commonly Used Docker Run Flags<a class="anchor" aria-label="anchor" href="#other-commonly-used-docker-run-flags"></a>
-</h3>
+<h3 class="callout-title">Other Commonly Used Docker Run Flags</h3>
 <div class="callout-content">
 <p>Docker run has many other useful flags to alter its function. A
 couple that are commonly used include <code>-w</code> and
@@ -2901,8 +2835,7 @@ <h3 class="callout-title">Other Commonly Used Docker Run Flags<a class="anchor"
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-explore-the-script" class="callout-inner">
-<h3 class="callout-title">Exercise: Explore the script<a class="anchor" aria-label="anchor" href="#exercise-explore-the-script"></a>
-</h3>
+<h3 class="callout-title">Exercise: Explore the script</h3>
 <div class="callout-content">
 <p>What happens if you use the <code>docker container run</code> command
 above and put numbers after the script name?</p>
@@ -2927,8 +2860,7 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-checking-the-options" class="callout-inner">
-<h3 class="callout-title">Exercise: Checking the options<a class="anchor" aria-label="anchor" href="#exercise-checking-the-options"></a>
-</h3>
+<h3 class="callout-title">Exercise: Checking the options</h3>
 <div class="callout-content">
 <p>Our Docker command has gotten much longer! Can you go through each
 piece of the Docker command above and explain what it does? How would
@@ -2971,8 +2903,7 @@ <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-interactive-jobs" class="callout-inner">
-<h3 class="callout-title">Exercise: Interactive jobs<a class="anchor" aria-label="anchor" href="#exercise-interactive-jobs"></a>
-</h3>
+<h3 class="callout-title">Exercise: Interactive jobs</h3>
 <div class="callout-content">
 <p>Try using the directory mount option but run the container
 interactively. Can you find the folder that’s connected to your host
@@ -3012,7 +2943,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 your data by adding it to the container image permanently. That’s what
 we will cover next.</p>
 </section><section><h2 class="section-heading" id="including-your-scripts-and-data-within-a-container-image">Including your scripts and data within a container image<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a>
-<a class="anchor" aria-label="anchor" href="#including-your-scripts-and-data-within-a-container-image"></a>
 </h2>
 <hr class="half-width">
 <p>Our next project will be to add our own files to a container image –
@@ -3049,8 +2979,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="the-importance-of-command-order-in-a-dockerfile" class="callout-inner">
-<h3 class="callout-title">The Importance of Command Order in a Dockerfile<a class="anchor" aria-label="anchor" href="#the-importance-of-command-order-in-a-dockerfile"></a>
-</h3>
+<h3 class="callout-title">The Importance of Command Order in a Dockerfile</h3>
 <div class="callout-content">
 <p>When you run <code>docker image build</code> it executes the build in
 the order specified in the <code>Dockerfile</code>. This order is
@@ -3076,8 +3005,7 @@ <h3 class="callout-title">The Importance of Command Order in a Dockerfile<a clas
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-did-it-work" class="callout-inner">
-<h3 class="callout-title">Exercise: Did it work?<a class="anchor" aria-label="anchor" href="#exercise-did-it-work"></a>
-</h3>
+<h3 class="callout-title">Exercise: Did it work?</h3>
 <div class="callout-content">
 <p>Can you remember how to run a container interactively? Try that with
 this one. Once inside, try running the Python script.</p>
@@ -3123,8 +3051,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="security-warning" class="callout-inner">
-<h3 class="callout-title">Security Warning<a class="anchor" aria-label="anchor" href="#security-warning"></a>
-</h3>
+<h3 class="callout-title">Security Warning</h3>
 <div class="callout-content">
 <p>Login credentials including passwords, tokens, secure access tokens
 or other secrets must never be stored in a container. If secrets are
@@ -3138,8 +3065,7 @@ <h3 class="callout-title">Security Warning<a class="anchor" aria-label="anchor"
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="copying-alternatives" class="callout-inner">
-<h3 class="callout-title">Copying alternatives<a class="anchor" aria-label="anchor" href="#copying-alternatives"></a>
-</h3>
+<h3 class="callout-title">Copying alternatives</h3>
 <div class="callout-content">
 <p>Another trick for getting your own files into a container image is by
 using the <code>RUN</code> keyword and downloading the files from the
@@ -3160,7 +3086,6 @@ <h3 class="callout-title">Copying alternatives<a class="anchor" aria-label="anch
 </div>
 </section><section><h2 class="section-heading" id="more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises">More fancy <code>Dockerfile</code> options (optional, for
 presentation or as exercises)<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a>
-<a class="anchor" aria-label="anchor" href="#more-fancy-dockerfile-options-optional-for-presentation-or-as-exercises"></a>
 </h2>
 <hr class="half-width">
 <p>We can expand on the example above to make our container image even
@@ -3231,8 +3156,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="overriding-the-entrypoint" class="callout-inner">
-<h3 class="callout-title">Overriding the ENTRYPOINT<a class="anchor" aria-label="anchor" href="#overriding-the-entrypoint"></a>
-</h3>
+<h3 class="callout-title">Overriding the ENTRYPOINT</h3>
 <div class="callout-content">
 <p>Sometimes you don’t want to run the image’s <code>ENTRYPOINT</code>.
 For example if you have a specialized container image that does only
@@ -3284,8 +3208,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="best-practices-for-writing-dockerfiles" class="callout-inner">
-<h3 class="callout-title">Best practices for writing Dockerfiles<a class="anchor" aria-label="anchor" href="#best-practices-for-writing-dockerfiles"></a>
-</h3>
+<h3 class="callout-title">Best practices for writing Dockerfiles</h3>
 <div class="callout-content">
 <p>Take a look at Nüst et al.’s “<a href="https://doi.org/10.1371/journal.pcbi.1008316" class="external-link"><em>Ten simple rules
 for writing Dockerfiles for reproducible data science</em></a>” [1] for
@@ -3305,8 +3228,7 @@ <h3 class="callout-title">Best practices for writing Dockerfiles<a class="anchor
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>Docker allows containers to read and write files from the Docker
@@ -3359,7 +3281,6 @@ <h3 class="card-title">Objectives</h3>
 <p>You may choose one or more of the following examples to practice
 using containers.</p>
 <section><h2 class="section-heading" id="github-actions-example">GitHub Actions Example<a class="anchor" aria-label="anchor" href="#github-actions-example"></a>
-<a class="anchor" aria-label="anchor" href="#github-actions-example"></a>
 </h2>
 <hr class="half-width">
 <p>In this <a href="e01-github-actions.html">GitHub Actions example</a>,
@@ -3373,7 +3294,6 @@ <h3 class="card-title">Objectives</h3>
 
 -->
 </section><section><h2 class="section-heading" id="using-containers-on-an-hpc-cluster">Using Containers on an HPC Cluster<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a>
-<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a>
 </h2>
 <hr class="half-width">
 <p>It is possible to run containers on shared computing systems run by a
@@ -3401,7 +3321,6 @@ <h3 class="card-title">Objectives</h3>
 Workflows at Pawsey</a>: See the episode titled “Run containers on HPC
 with Shifter (and Singularity)”</li>
 </ul></section><section><h2 class="section-heading" id="seeking-examples">Seeking Examples<a class="anchor" aria-label="anchor" href="#seeking-examples"></a>
-<a class="anchor" aria-label="anchor" href="#seeking-examples"></a>
 </h2>
 <hr class="half-width">
 <p>Do you have another example of using Docker in a workflow related to
@@ -3414,8 +3333,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>There are many ways you might use Docker and existing container
@@ -3473,8 +3391,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="work-in-progress" class="callout-inner">
-<h3 class="callout-title">Work in progress…<a class="anchor" aria-label="anchor" href="#work-in-progress"></a>
-</h3>
+<h3 class="callout-title">Work in progress…</h3>
 <div class="callout-content">
 <p>Note that reproducibility aspects of software and containers are an
 active area of research, discussion and development so are subject to
@@ -3484,7 +3401,6 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 </div>
 </div>
 <section><h2 class="section-heading" id="reproducibility">Reproducibility<a class="anchor" aria-label="anchor" href="#reproducibility"></a>
-<a class="anchor" aria-label="anchor" href="#reproducibility"></a>
 </h2>
 <hr class="half-width">
 <p>By <em>reproducibility</em> here we mean the ability of someone else
@@ -3519,7 +3435,6 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 persistent identifier with it, to allow other researchers to reproduce
 and build on your work.</li>
 </ul></section><section><h2 class="section-heading" id="sharing-images">Sharing images<a class="anchor" aria-label="anchor" href="#sharing-images"></a>
-<a class="anchor" aria-label="anchor" href="#sharing-images"></a>
 </h2>
 <hr class="half-width">
 <p>As we have already seen, the Docker Hub provides a platform for
@@ -3539,7 +3454,6 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 by mistake.</li>
 </ul></section><section><h2 class="section-heading" id="archiving-and-persistently-identifying-container-images-using-zenodo">Archiving and persistently identifying container images using
 Zenodo<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a>
-<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a>
 </h2>
 <hr class="half-width">
 <p>When you publish your work or make it publicly available in some way
@@ -3583,7 +3497,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 – for example, some organizations may provide their own, equivalent,
 service.</p>
 </section><section><h2 class="section-heading" id="reproducibility-good-practice">Reproducibility good practice<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a>
-<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a>
 </h2>
 <hr class="half-width">
 <ul>
@@ -3622,7 +3535,6 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 reproduce the required environment and, hence, the research
 results.</li>
 </ul></section><section><h2 class="section-heading" id="container-granularity">Container Granularity<a class="anchor" aria-label="anchor" href="#container-granularity"></a>
-<a class="anchor" aria-label="anchor" href="#container-granularity"></a>
 </h2>
 <hr class="half-width">
 <p>As mentioned above, one of the decisions you may need to make when
@@ -3642,8 +3554,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="positives-and-negatives" class="callout-inner">
-<h3 class="callout-title">Positives and negatives<a class="anchor" aria-label="anchor" href="#positives-and-negatives"></a>
-</h3>
+<h3 class="callout-title">Positives and negatives</h3>
 <div class="callout-content">
 <p>What are the advantages and disadvantages of the two approaches to
 container granularity for research workflows described above? Think
@@ -3723,8 +3634,7 @@ <h3 id="multiple-smaller-container-images">Multiple smaller container images<a c
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="next-steps-with-containers" class="callout-inner">
-<h3 class="callout-title">Next steps with containers<a class="anchor" aria-label="anchor" href="#next-steps-with-containers"></a>
-</h3>
+<h3 class="callout-title">Next steps with containers</h3>
 <div class="callout-content">
 <p>Now that we’re at the end of the lesson material, take a moment to
 reflect on what you’ve learned, how it applies to you, and what to do
@@ -3746,8 +3656,7 @@ <h3 class="callout-title">Next steps with containers<a class="anchor" aria-label
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul>
 <li>Container images allow us to encapsulate the computation (and data)
@@ -3785,7 +3694,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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 		</footer>
 </div> <!-- / div.container -->
@@ -3808,8 +3717,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://preview.carpentries.org/docker-introduction/instructor/aio.html",
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/aio.html",
   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
-  "datePublished": "2024-08-20"
+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/creating-container-images.html b/instructor/creating-container-images.html
index d04ac869..5c640ac3 100644
--- a/instructor/creating-container-images.html
+++ b/instructor/creating-container-images.html
@@ -304,10 +304,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -327,7 +327,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -410,8 +410,7 @@ <h3 class="card-title">Objectives</h3>
 <li>You want to have a container image to “archive” all the specific
 software versions you ran for a project.</li>
 <li>You want to share your workflow with someone else.</li>
-</ul><section><h2 class="section-heading" id="interactive-installation">Interactive installation<a class="anchor" aria-label="anchor" href="#interactive-installation"></a>
-<a class="anchor" aria-label="anchor" href="#interactive-installation"></a></h2>
+</ul><section><h2 class="section-heading" id="interactive-installation">Interactive installation<a class="anchor" aria-label="anchor" href="#interactive-installation"></a></h2>
 <hr class="half-width"><p>Before creating a reproducible installation, let’s experiment with
 installing software inside a container. Start a container from the
 <code>alpine</code> container image we used before, interactively:</p>
@@ -451,8 +450,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-searching-for-help" class="callout-inner">
-<h3 class="callout-title">Exercise: Searching for Help<a class="anchor" aria-label="anchor" href="#exercise-searching-for-help"></a>
-</h3>
+<h3 class="callout-title">Exercise: Searching for Help</h3>
 <div class="callout-content">
 <p>Can you find instructions for installing R on Alpine Linux? Do they
 work?</p>
@@ -464,7 +462,7 @@ <h3 class="callout-title">Exercise: Searching for Help<a class="anchor" aria-lab
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>A quick search should hopefully show that the way to install R on
 Alpine Linux is:</p>
@@ -490,7 +488,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </h3>
 <pre class="sourceCode bash" tabindex="0"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" tabindex="-1"></a><span class="ex">/#</span> exit</span></code></pre>
 </div>
-</section><section><h2 class="section-heading" id="put-installation-instructions-in-a-dockerfile">Put installation instructions in a <code>Dockerfile</code><a class="anchor" aria-label="anchor" href="#put-installation-instructions-in-a-dockerfile"></a>
+</section><section><h2 class="section-heading" id="put-installation-instructions-in-a-dockerfile">Put installation instructions in a <code>Dockerfile</code>
 <a class="anchor" aria-label="anchor" href="#put-installation-instructions-in-a-dockerfile"></a></h2>
 <hr class="half-width"><p>A <code>Dockerfile</code> is a plain text file with keywords and
 commands that can be used to create a new container image.</p>
@@ -535,8 +533,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <div id="shell-form-and-exec-form-for-cmd" class="callout-inner">
 <h3 class="callout-title">
 <em>shell-form</em> and <em>exec-form</em> for
-CMD<a class="anchor" aria-label="anchor" href="#shell-form-and-exec-form-for-cmd"></a>
-</h3>
+CMD</h3>
 <div class="callout-content">
 <p>Another way to specify the parameter for the <a href="https://docs.docker.com/engine/reference/builder/#cmd" class="external-link"><code>CMD</code>
 instruction</a> is the <em>shell-form</em>. Here you type the command as
@@ -554,8 +551,7 @@ <h3 class="callout-title">
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-take-a-guess" class="callout-inner">
-<h3 class="callout-title">Exercise: Take a Guess<a class="anchor" aria-label="anchor" href="#exercise-take-a-guess"></a>
-</h3>
+<h3 class="callout-title">Exercise: Take a Guess</h3>
 <div class="callout-content">
 <p>Do you have any ideas about what we should use to fill in the sample
 Dockerfile to replicate the installation we did above?</p>
@@ -567,7 +563,7 @@ <h3 class="callout-title">Exercise: Take a Guess<a class="anchor" aria-label="an
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Solution: </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Based on our experience above, edit the <code>Dockerfile</code> (in
 your text editor of choice) to look like this:</p>
@@ -582,8 +578,7 @@ <h4 class="accordion-header" id="headingSolution2"> Solution: </h4>
 solution to the preceding exercise will use Alpine Linux as the base
 container image, add Python 3 and the Cython library, and set a default
 command to request Python 3 to report its version information.</p>
-</section><section><h2 class="section-heading" id="create-a-new-docker-image">Create a new Docker image<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a>
-<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a></h2>
+</section><section><h2 class="section-heading" id="create-a-new-docker-image">Create a new Docker image<a class="anchor" aria-label="anchor" href="#create-a-new-docker-image"></a></h2>
 <hr class="half-width"><p>So far, we only have a text file named <code>Dockerfile</code> – we
 do not yet have a container image. We want Docker to take this
 <code>Dockerfile</code>, run the installation commands contained within
@@ -620,8 +615,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="build-context" class="callout-inner">
-<h3 class="callout-title">Build Context<a class="anchor" aria-label="anchor" href="#build-context"></a>
-</h3>
+<h3 class="callout-title">Build Context</h3>
 <div class="callout-content">
 <p>Notice that the final input to <code>docker image build</code> isn’t
 the Dockerfile – it’s a directory! In the command above, we’ve used the
@@ -644,8 +638,7 @@ <h3 class="callout-title">Build Context<a class="anchor" aria-label="anchor" hre
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-review" class="callout-inner">
-<h3 class="callout-title">Exercise: Review!<a class="anchor" aria-label="anchor" href="#exercise-review"></a>
-</h3>
+<h3 class="callout-title">Exercise: Review!</h3>
 <div class="callout-content">
 <ol style="list-style-type: decimal"><li><p>Think back to earlier. What command can you run to check if your
 container image was created successfully? (Hint: what command shows the
@@ -664,7 +657,7 @@ <h3 class="callout-title">Exercise: Review!<a class="anchor" aria-label="anchor"
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li><p>To see your new image, run <code>docker image ls</code>. You
 should see the name of your new container image under the “REPOSITORY”
@@ -696,8 +689,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 effected the combination of a lightweight Linux operating system with
 your specification to run a given command that can operate reliably on
 macOS, Microsoft Windows, Linux and on the cloud!</p>
-</section><section><h2 class="section-heading" id="boring-but-important-notes-about-installation">Boring but important notes about installation<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a>
-<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a></h2>
+</section><section><h2 class="section-heading" id="boring-but-important-notes-about-installation">Boring but important notes about installation<a class="anchor" aria-label="anchor" href="#boring-but-important-notes-about-installation"></a></h2>
 <hr class="half-width"><p>There are a lot of choices when it comes to installing software –
 sometimes too many! Here are some things to consider when creating your
 own container image:</p>
@@ -752,8 +744,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 take notes!</li>
 <li>From your interactive installation, create a <code>Dockerfile</code>
 and then try to build the container image from that.</li>
-</ul></section><section><h2 class="section-heading" id="share-your-new-container-image-on-docker-hub">Share your new container image on Docker Hub<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a></h2>
+</ul></section><section><h2 class="section-heading" id="share-your-new-container-image-on-docker-hub">Share your new container image on Docker Hub<a class="anchor" aria-label="anchor" href="#share-your-new-container-image-on-docker-hub"></a></h2>
 <hr class="half-width"><p>Container images that you release publicly can be stored on the
 Docker Hub for free. If you name your container image as described
 above, with your Docker Hub username, all you need to do is run the
@@ -773,8 +764,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="logging-in" class="callout-inner">
-<h3 class="callout-title">Logging In<a class="anchor" aria-label="anchor" href="#logging-in"></a>
-</h3>
+<h3 class="callout-title">Logging In</h3>
 <div class="callout-content">
 <p>Technically, you have to be logged into Docker on your computer for
 this to work. Usually it happens by default, but if
@@ -784,8 +774,7 @@ <h3 class="callout-title">Logging In<a class="anchor" aria-label="anchor" href="
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="whats-in-a-name-again">What’s in a name? (again)<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a>
-<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a></h2>
+</section><section><h2 class="section-heading" id="whats-in-a-name-again">What’s in a name? (again)<a class="anchor" aria-label="anchor" href="#whats-in-a-name-again"></a></h2>
 <hr class="half-width"><p>You don’t <em>have</em> to name your containers images using the
 <code>USERNAME/CONTAINER_IMAGE_NAME:TAG</code> naming scheme. On your
 own computer, you can call container images whatever you want, and refer
@@ -810,8 +799,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>
 <code>Dockerfile</code>s specify what is within Docker container
@@ -860,7 +848,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -883,7 +871,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/creating-container-images.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index e4607101..2cba69fb 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -394,7 +394,7 @@ <h1>Discussion</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -417,7 +417,7 @@ <h1>Discussion</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/discuss.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/docker-hub.html b/instructor/docker-hub.html
index 84ec99a7..be9e4cd8 100644
--- a/instructor/docker-hub.html
+++ b/instructor/docker-hub.html
@@ -302,10 +302,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -325,7 +325,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -400,8 +400,7 @@ <h3 class="card-title">Objectives</h3>
 from different container images: <code>hello-world</code>,
 <code>alpine</code>, and maybe <code>ubuntu</code>. Where did these
 container images come from? The Docker Hub!</p>
-<section><h2 class="section-heading" id="introducing-the-docker-hub">Introducing the Docker Hub<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a></h2>
+<section><h2 class="section-heading" id="introducing-the-docker-hub">Introducing the Docker Hub<a class="anchor" aria-label="anchor" href="#introducing-the-docker-hub"></a></h2>
 <hr class="half-width"><p>The Docker Hub is an online repository of container images, a vast
 number of which are publicly available. A large number of the container
 images are curated by the developers of the software that they package.
@@ -414,8 +413,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-can-be-used-without-connecting-to-the-docker-hub" class="callout-inner">
-<h3 class="callout-title">Docker can be used without connecting to the Docker Hub<a class="anchor" aria-label="anchor" href="#docker-can-be-used-without-connecting-to-the-docker-hub"></a>
-</h3>
+<h3 class="callout-title">Docker can be used without connecting to the Docker Hub</h3>
 <div class="callout-content">
 <p>Note that while the Docker Hub is well integrated into Docker
 functionality, the Docker Hub is certainly not required for all types of
@@ -425,8 +423,7 @@ <h3 class="callout-title">Docker can be used without connecting to the Docker Hu
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="exploring-an-example-docker-hub-page">Exploring an Example Docker Hub Page<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a>
-<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a></h2>
+</section><section><h2 class="section-heading" id="exploring-an-example-docker-hub-page">Exploring an Example Docker Hub Page<a class="anchor" aria-label="anchor" href="#exploring-an-example-docker-hub-page"></a></h2>
 <hr class="half-width"><p>As an example of a Docker Hub page, let’s explore the page for the
 official Python language container images. The most basic form of
 containerized Python is in the <code>python</code> container image
@@ -447,8 +444,7 @@ <h3 class="callout-title">Docker can be used without connecting to the Docker Hu
 </ul><p>The “How to use the image” section of most container images’ pages
 will provide examples that are likely to cover your intended use of the
 container image.</p>
-</section><section><h2 class="section-heading" id="exploring-container-image-versions">Exploring Container Image Versions<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a>
-<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a></h2>
+</section><section><h2 class="section-heading" id="exploring-container-image-versions">Exploring Container Image Versions<a class="anchor" aria-label="anchor" href="#exploring-container-image-versions"></a></h2>
 <hr class="half-width"><p>A single Docker Hub page can have many different versions of
 container images, based on the version of the software inside. These
 versions are indicated by “tags”. When referring to the specific version
@@ -488,8 +484,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="repositories" class="callout-inner">
-<h3 class="callout-title">Repositories<a class="anchor" aria-label="anchor" href="#repositories"></a>
-</h3>
+<h3 class="callout-title">Repositories</h3>
 <div class="callout-content">
 <p>The technical name for the contents of a Docker Hub page is a
 “repository.” The tag indicates the specific version of the container
@@ -504,8 +499,7 @@ <h3 class="callout-title">Repositories<a class="anchor" aria-label="anchor" href
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="whats-in-a-name" class="callout-inner">
-<h3 class="callout-title">What’s in a name?<a class="anchor" aria-label="anchor" href="#whats-in-a-name"></a>
-</h3>
+<h3 class="callout-title">What’s in a name?</h3>
 <div class="callout-content">
 <p>How would I download the Docker container image produced by the
 <code>rocker</code> group that has version 3.6.1 of R and the tidyverse
@@ -538,8 +532,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="finding-container-images-on-docker-hub">Finding Container Images on Docker Hub<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a>
-<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a></h2>
+</section><section><h2 class="section-heading" id="finding-container-images-on-docker-hub">Finding Container Images on Docker Hub<a class="anchor" aria-label="anchor" href="#finding-container-images-on-docker-hub"></a></h2>
 <hr class="half-width"><p>There are many different container images on Docker Hub. This is
 where the real advantage of using containers shows up – each container
 image represents a complete software installation that you can use and
@@ -568,8 +561,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="what-container-image-is-right-for-you" class="callout-inner">
-<h3 class="callout-title">What container image is right for you?<a class="anchor" aria-label="anchor" href="#what-container-image-is-right-for-you"></a>
-</h3>
+<h3 class="callout-title">What container image is right for you?</h3>
 <div class="callout-content">
 <p>Find a Docker container image that’s relevant to you. Take into
 account the suggestions above of what to look for as you evaluate
@@ -588,8 +580,7 @@ <h3 class="callout-title">What container image is right for you?<a class="anchor
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>The Docker Hub is an online repository of container images.</li>
 <li>Many Docker Hub container images are public, and may be officially
@@ -642,7 +633,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -665,7 +656,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/docker-hub.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/docker-image-examples.html b/instructor/docker-image-examples.html
index 1ee58a83..061544d8 100644
--- a/instructor/docker-image-examples.html
+++ b/instructor/docker-image-examples.html
@@ -301,10 +301,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -324,7 +324,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -395,8 +395,7 @@ <h3 class="card-title">Objectives</h3>
 workflow.</p>
 <p>You may choose one or more of the following examples to practice
 using containers.</p>
-<section><h2 class="section-heading" id="github-actions-example">GitHub Actions Example<a class="anchor" aria-label="anchor" href="#github-actions-example"></a>
-<a class="anchor" aria-label="anchor" href="#github-actions-example"></a></h2>
+<section><h2 class="section-heading" id="github-actions-example">GitHub Actions Example<a class="anchor" aria-label="anchor" href="#github-actions-example"></a></h2>
 <hr class="half-width"><p>In this <a href="e01-github-actions.html">GitHub Actions example</a>,
 you can learn more about continuous integration in the cloud and how you
 can use container images with GitHub to automate repetitive tasks like
@@ -407,8 +406,7 @@ <h3 class="card-title">Objectives</h3>
 Ask @mkuzak to make a PR to add extra for <https://github.com/escience-academy/docker-gdal-demo>
 
 -->
-</section><section><h2 class="section-heading" id="using-containers-on-an-hpc-cluster">Using Containers on an HPC Cluster<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a>
-<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a></h2>
+</section><section><h2 class="section-heading" id="using-containers-on-an-hpc-cluster">Using Containers on an HPC Cluster<a class="anchor" aria-label="anchor" href="#using-containers-on-an-hpc-cluster"></a></h2>
 <hr class="half-width"><p>It is possible to run containers on shared computing systems run by a
 university or national computing center. As a researcher, you can build
 container images and test containers on your own computer and then run
@@ -432,8 +430,7 @@ <h3 class="card-title">Objectives</h3>
 <a href="https://pawseysc.github.io/container-workflows/" class="external-link">Container
 Workflows at Pawsey</a>: See the episode titled “Run containers on HPC
 with Shifter (and Singularity)”</li>
-</ul></section><section><h2 class="section-heading" id="seeking-examples">Seeking Examples<a class="anchor" aria-label="anchor" href="#seeking-examples"></a>
-<a class="anchor" aria-label="anchor" href="#seeking-examples"></a></h2>
+</ul></section><section><h2 class="section-heading" id="seeking-examples">Seeking Examples<a class="anchor" aria-label="anchor" href="#seeking-examples"></a></h2>
 <hr class="half-width"><p>Do you have another example of using Docker in a workflow related to
 your field? Please <a href="https://github.com/carpentries-incubator/docker-introduction/issues/new" class="external-link">open
 a lesson issue</a> or <a href="https://github.com/carpentries-incubator/docker-introduction/pulls" class="external-link">submit
@@ -444,8 +441,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>There are many ways you might use Docker and existing container
 images in your research project.</li>
@@ -488,7 +484,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -511,7 +507,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/docker-image-examples.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/e01-github-actions.html b/instructor/e01-github-actions.html
index e77e0fad..fdac388e 100644
--- a/instructor/e01-github-actions.html
+++ b/instructor/e01-github-actions.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -361,8 +361,7 @@ <h1>Using Docker with Github Actions</h1>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Callout<a class="anchor" aria-label="anchor" href="#callout1"></a>
-</h3>
+<h3 class="callout-title">Callout</h3>
 <div class="callout-content">
 <p>This lesson can be taught as a replacement of the episode “Containers
 on the Cloud”. Participants should have experience working with
@@ -425,8 +424,7 @@ <h1 id="building-github-io-pages-with-pandoc">Building Github.io pages with Pand
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="why-pandoc" class="callout-inner">
-<h3 class="callout-title">Why Pandoc?<a class="anchor" aria-label="anchor" href="#why-pandoc"></a>
-</h3>
+<h3 class="callout-title">Why Pandoc?</h3>
 <div class="callout-content">
 <p>There are other engines that can do this for you, but here are some
 features that win some people over:</p>
@@ -627,7 +625,7 @@ <h1 id="reference-material">Reference material<a class="anchor" aria-label="anch
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -650,7 +648,7 @@ <h1 id="reference-material">Reference material<a class="anchor" aria-label="anch
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   "dateCreated": "2024-08-16",
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diff --git a/instructor/images.html b/instructor/images.html
index cda1606b..b32dbe1e 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -359,10 +359,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
             </div>
 
             <hr class="half-width">
-<div class="accordion accordion-flush resources" id="accordionFlush12">
+<div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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@@ -390,7 +390,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources">
+            <hr class="half-width lesson-resources">
 <a href="../instructor/aio.html">See all in one page</a>
 
 
@@ -451,7 +451,7 @@ <h3 id="introduction-figure-1">Figure 1</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -474,8 +474,8 @@ <h3 id="introduction-figure-1">Figure 1</h3>
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   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
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diff --git a/instructor/index.html b/instructor/index.html
index cb787621..d595ea2c 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -292,10 +292,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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                 </h2>
@@ -315,7 +315,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -353,8 +353,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="containers-on-hpc-systems" class="callout-inner">
-<h3 class="callout-title">Containers on HPC systems<a class="anchor" aria-label="anchor" href="#containers-on-hpc-systems"></a>
-</h3>
+<h3 class="callout-title">Containers on HPC systems</h3>
 <div class="callout-content">
 <p>On HPC systems it is more likely that <em>Singularity</em> rather
 than Docker will be the available container technology. If you are
@@ -371,8 +370,7 @@ <h3 class="callout-title">Containers on HPC systems<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="check"></i>
 </div>
 <div id="prerequisites" class="callout-inner">
-<h3 class="callout-title">Prerequisites<a class="anchor" aria-label="anchor" href="#prerequisites"></a>
-</h3>
+<h3 class="callout-title">Prerequisites</h3>
 <div class="callout-content">
 <ul><li>You should have basic familiarity with using a command shell, and
 the lesson text will at times request that you “open a shell window”,
@@ -398,8 +396,7 @@ <h3 class="callout-title">Prerequisites<a class="anchor" aria-label="anchor" hre
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="target-audience" class="callout-inner">
-<h3 class="callout-title">Target audience<a class="anchor" aria-label="anchor" href="#target-audience"></a>
-</h3>
+<h3 class="callout-title">Target audience</h3>
 <div class="callout-content">
 <p>This lesson on the use of Docker is intended to be relevant to a wide
 range of researchers, as well as existing and prospective technical
@@ -419,8 +416,7 @@ <h3 class="callout-title">Target audience<a class="anchor" aria-label="anchor" h
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="a-note-about-docker" class="callout-inner">
-<h3 class="callout-title">A note about Docker<a class="anchor" aria-label="anchor" href="#a-note-about-docker"></a>
-</h3>
+<h3 class="callout-title">A note about Docker</h3>
 <div class="callout-content">
 <p>Docker is a mature, robust and very widely used application.
 Nonetheless, it is still under extensive development. New versions are
@@ -616,8 +612,7 @@ <h4 id="microsoft-windows">Microsoft Windows<a class="anchor" aria-label="anchor
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="warning-git-bash" class="callout-inner">
-<h3 class="callout-title">Warning: Git Bash<a class="anchor" aria-label="anchor" href="#warning-git-bash"></a>
-</h3>
+<h3 class="callout-title">Warning: Git Bash</h3>
 <div class="callout-content">
 <p>If you are using Git Bash as your terminal on Windows then you should
 be aware that you may run into issues running some of the commands in
@@ -798,7 +793,7 @@ <h3 id="a-quick-tutorial-on-copypasting-file-contents-from-episodes-of-the-lesso
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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 	<div id="to-top">
@@ -820,8 +815,8 @@ <h3 id="a-quick-tutorial-on-copypasting-file-contents-from-episodes-of-the-lesso
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 7518127d..59a34b91 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -359,10 +359,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
             </div>
 
             <hr class="half-width">
-<div class="accordion accordion-flush resources" id="accordionFlush12">
+<div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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                 </h2>
@@ -390,7 +390,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources">
+            <hr class="half-width lesson-resources">
 <a href="../instructor/aio.html">See all in one page</a>
 
 
@@ -416,7 +416,6 @@ <h1>Instructor Notes</h1>
         
 
 <section><h2 class="section-heading" id="before-teaching-this-lesson">Before Teaching This Lesson<a class="anchor" aria-label="anchor" href="#before-teaching-this-lesson"></a>
-<a class="anchor" aria-label="anchor" href="#before-teaching-this-lesson"></a>
 </h2>
 <hr class="half-width">
 <p><a href="https://www.docker.com/" class="external-link">Docker</a> and its associated
@@ -438,7 +437,6 @@ <h1>Instructor Notes</h1>
 requests (linked to issues) that resolve anything that doesn’t work as
 expected with the lesson content.</p>
 </section><section><h2 class="section-heading" id="miscellaneous-tips">Miscellaneous Tips<a class="anchor" aria-label="anchor" href="#miscellaneous-tips"></a>
-<a class="anchor" aria-label="anchor" href="#miscellaneous-tips"></a>
 </h2>
 <hr class="half-width">
 <ul>
@@ -487,7 +485,6 @@ <h1>Instructor Notes</h1>
 and a good way to make sure that you’ve addressed specific concerns or
 goals of the participants.</li>
 </ul></section><section><h2 class="section-heading" id="learner-profiles-and-pathways">Learner Profiles and Pathways<a class="anchor" aria-label="anchor" href="#learner-profiles-and-pathways"></a>
-<a class="anchor" aria-label="anchor" href="#learner-profiles-and-pathways"></a>
 </h2>
 <hr class="half-width">
 <p>In this section we provide some details of example learner profiles
@@ -673,7 +670,6 @@ <h3 id="learner-pathways">Learner Pathways<a class="anchor" aria-label="anchor"
 </ul>
 </div>
 </section><section><h2 class="section-heading" id="common-points-of-confusion">Common Points of Confusion<a class="anchor" aria-label="anchor" href="#common-points-of-confusion"></a>
-<a class="anchor" aria-label="anchor" href="#common-points-of-confusion"></a>
 </h2>
 <hr class="half-width">
 <ul>
@@ -723,7 +719,7 @@ <h3 id="learner-pathways">Learner Pathways<a class="anchor" aria-label="anchor"
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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@@ -746,8 +742,8 @@ <h3 id="learner-pathways">Learner Pathways<a class="anchor" aria-label="anchor"
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-  "dateModified": "2024-08-20",
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+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 3a8acd0b..d743e1f1 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -302,10 +302,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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@@ -325,7 +325,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -402,8 +402,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="learning-about-docker-containers" class="callout-inner">
-<h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria-label="anchor" href="#learning-about-docker-containers"></a>
-</h3>
+<h3 class="callout-title">Learning about Docker Containers</h3>
 <div class="callout-content">
 <p>The Australian Research Data Commons has produced a short
 introductory video about Docker containers that covers many of the
@@ -417,15 +416,13 @@ <h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria
 </div>
 </div>
 </div>
-<section><h2 class="section-heading" id="scientific-software-challenges">Scientific Software Challenges<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a>
-<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a></h2>
+<section><h2 class="section-heading" id="scientific-software-challenges">Scientific Software Challenges<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a></h2>
 <hr class="half-width"><div id="whats-your-experience" class="callout discussion">
 <div class="callout-square">
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="whats-your-experience" class="callout-inner">
-<h3 class="callout-title">What’s Your Experience?<a class="anchor" aria-label="anchor" href="#whats-your-experience"></a>
-</h3>
+<h3 class="callout-title">What’s Your Experience?</h3>
 <div class="callout-content">
 <p>Take a minute to think about challenges that you have experienced in
 using scientific software (or software in general!) for your research.
@@ -467,8 +464,7 @@ <h3 class="callout-title">What’s Your Experience?<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="software-and-science" class="callout-inner">
-<h3 class="callout-title">Software and Science<a class="anchor" aria-label="anchor" href="#software-and-science"></a>
-</h3>
+<h3 class="callout-title">Software and Science</h3>
 <div class="callout-content">
 <p>Again, take a minute to think about how the software challenges we’ve
 discussed could impact (or have impacted!) the quality of your work.
@@ -491,8 +487,7 @@ <h3 class="callout-title">Software and Science<a class="anchor" aria-label="anch
 containers to the rescue! Containers provide a way to package up
 software dependencies and access to resources such as files and
 communications networks in a uniform manner.</p>
-</section><section><h2 class="section-heading" id="what-is-a-container-what-is-docker">What is a Container? What is Docker?<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a>
-<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a></h2>
+</section><section><h2 class="section-heading" id="what-is-a-container-what-is-docker">What is a Container? What is Docker?<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a></h2>
 <hr class="half-width"><p><a href="https://www.docker.com/" class="external-link">Docker</a> is a tool that allows
 you to build what are called <strong>containers</strong>. It’s not the
 only tool that can create containers, but is the one we’ve chosen for
@@ -544,8 +539,7 @@ <h3 class="callout-title">Software and Science<a class="anchor" aria-label="anch
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="virtualization" class="callout-inner">
-<h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" href="#virtualization"></a>
-</h3>
+<h3 class="callout-title">Virtualization</h3>
 <div class="callout-content">
 <p>Containers are an example of what’s called
 <strong>virtualization</strong> – having a second virtual computer
@@ -572,8 +566,7 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 relatively unchanging, where cookies come and go. If you want a
 different type of container (cookie) you need a different container
 image (cookie cutter).</p>
-<figure><img src="../fig/containers-cookie-cutter.png" alt="An image comparing using a cookie cutter to the container workflow" class="figure mx-auto d-block"></figure></section><section><h2 class="section-heading" id="putting-the-pieces-together">Putting the Pieces Together<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a>
-<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a></h2>
+<figure><img src="../fig/containers-cookie-cutter.png" alt="An image comparing using a cookie cutter to the container workflow" class="figure mx-auto d-block"></figure></section><section><h2 class="section-heading" id="putting-the-pieces-together">Putting the Pieces Together<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a></h2>
 <hr class="half-width"><p>Think back to some of the challenges we described at the beginning.
 The many layers of scientific software installations make it hard to
 install and re-install scientific software – which ultimately, hinders
@@ -596,8 +589,7 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 </ul><p>The rest of this workshop will show you how to download and run
 containers from pre-existing container images on your own computer, and
 how to create and share your own container images.</p>
-</section><section><h2 class="section-heading" id="use-cases-for-containers">Use cases for containers<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a>
-<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a></h2>
+</section><section><h2 class="section-heading" id="use-cases-for-containers">Use cases for containers<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a></h2>
 <hr class="half-width"><p>Now that we have discussed a little bit about containers – what they
 do and the issues they attempt to address – you may be able to think of
 a few potential use cases in your area of work. Some examples of common
@@ -620,8 +612,7 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>Almost all software depends on other software components to
 function, but these components have independent evolutionary paths.</li>
@@ -679,7 +670,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -702,7 +693,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/introduction.html",
   "dateCreated": "2024-08-16",
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index a17ca692..7269fe8d 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -359,10 +359,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
             </div>
 
             <hr class="half-width">
-<div class="accordion accordion-flush resources" id="accordionFlush12">
+<div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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                 </h2>
@@ -390,7 +390,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources">
+            <hr class="half-width lesson-resources">
 <a href="../instructor/aio.html">See all in one page</a>
 
 
@@ -539,7 +539,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/key-points.html",
   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
-  "datePublished": "2024-08-20"
+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/managing-containers.html b/instructor/managing-containers.html
index 4fbee346..22f3d9d5 100644
--- a/instructor/managing-containers.html
+++ b/instructor/managing-containers.html
@@ -303,10 +303,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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@@ -326,7 +326,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -394,8 +394,7 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section><h2 class="section-heading" id="removing-images">Removing images<a class="anchor" aria-label="anchor" href="#removing-images"></a>
-<a class="anchor" aria-label="anchor" href="#removing-images"></a></h2>
+<section><h2 class="section-heading" id="removing-images">Removing images<a class="anchor" aria-label="anchor" href="#removing-images"></a></h2>
 <hr class="half-width"><p>The container images and their corresponding containers can start to
 take up a lot of disk space if you don’t clean them up occasionally, so
 it’s a good idea to periodically remove containers and container images
@@ -439,8 +438,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 the container image, we need to be able to see what containers are
 currently running, or have been run recently, and how to remove
 these.</p>
-</section><section><h2 class="section-heading" id="what-containers-are-running">What containers are running?<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a>
-<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a></h2>
+</section><section><h2 class="section-heading" id="what-containers-are-running">What containers are running?<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a></h2>
 <hr class="half-width"><p>Working with containers, we are going to shift back to the command:
 <code>docker container</code>. Similar to <code>docker image</code>, we
 can list running containers by typing:</p>
@@ -462,9 +460,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-ps" class="callout-inner">
-<h3 class="callout-title">
-<code>docker ps</code><a class="anchor" aria-label="anchor" href="#docker-ps"></a>
-</h3>
+<h3 class="callout-title"><code>docker ps</code></h3>
 <div class="callout-content">
 <p>The command <code>docker ps</code> serves the same purpose as
 <code>docker container ls</code>, and comes from the Unix shell command
@@ -472,8 +468,7 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="what-containers-have-run-recently">What containers have run recently?<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a>
-<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a></h2>
+</section><section><h2 class="section-heading" id="what-containers-have-run-recently">What containers have run recently?<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a></h2>
 <hr class="half-width"><p>There is also a way to list running containers, and those that have
 completed recently, which is to add the
 <code>--all</code>/<code>-a</code> flag to the
@@ -495,8 +490,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="keeping-it-clean" class="callout-inner">
-<h3 class="callout-title">Keeping it clean<a class="anchor" aria-label="anchor" href="#keeping-it-clean"></a>
-</h3>
+<h3 class="callout-title">Keeping it clean</h3>
 <div class="callout-content">
 <p>You might be surprised at the number of containers Docker is still
 keeping track of. One way to prevent this from happening is to add the
@@ -507,8 +501,7 @@ <h3 class="callout-title">Keeping it clean<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="how-do-i-remove-an-exited-container">How do I remove an exited container?<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a>
-<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a></h2>
+</section><section><h2 class="section-heading" id="how-do-i-remove-an-exited-container">How do I remove an exited container?<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a></h2>
 <hr class="half-width"><p>To delete an exited container you can run the following command,
 inserting the <code>CONTAINER ID</code> for the container you wish to
 remove. It will repeat the <code>CONTAINER ID</code> back to you, if
@@ -548,8 +541,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 9c698655416a848278d16bb1352b97e72b7ea85884bff8f106877afe0210acfc
 6dd822cf6ca92f3040eaecbd26ad2af63595f30bb7e7a20eacf4554f6ccc9b2b</code></pre>
 </div>
-</section><section><h2 class="section-heading" id="removing-images-for-real-this-time">Removing images, for real this time<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a>
-<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a></h2>
+</section><section><h2 class="section-heading" id="removing-images-for-real-this-time">Removing images, for real this time<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a></h2>
 <hr class="half-width"><p>Now that we’ve removed any potentially running or stopped containers,
 we can try again to delete the <code>hello-world</code>
 <strong>container image</strong>.</p>
@@ -581,8 +573,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>
 <code>docker container</code> has subcommands used to interact and
@@ -632,7 +623,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -655,7 +646,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/managing-containers.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/meet-docker.html b/instructor/meet-docker.html
index 04945a26..fbcea6bf 100644
--- a/instructor/meet-docker.html
+++ b/instructor/meet-docker.html
@@ -300,10 +300,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -323,7 +323,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -393,8 +393,7 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section><h2 class="section-heading" id="docker-command-line">Docker command line<a class="anchor" aria-label="anchor" href="#docker-command-line"></a>
-<a class="anchor" aria-label="anchor" href="#docker-command-line"></a></h2>
+<section><h2 class="section-heading" id="docker-command-line">Docker command line<a class="anchor" aria-label="anchor" href="#docker-command-line"></a></h2>
 <hr class="half-width"><p>Start the Docker application that you installed in working through
 the setup instructions for this session. Note that this might not be
 necessary if your laptop is running Linux or if the installation added
@@ -404,8 +403,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="you-may-need-to-login-to-docker-hub" class="callout-inner">
-<h3 class="callout-title">You may need to login to Docker Hub<a class="anchor" aria-label="anchor" href="#you-may-need-to-login-to-docker-hub"></a>
-</h3>
+<h3 class="callout-title">You may need to login to Docker Hub</h3>
 <div class="callout-content">
 <p>The Docker application will usually provide a way for you to log in
 to the Docker Hub using the application’s menu (macOS) or systray icon
@@ -421,8 +419,7 @@ <h3 class="callout-title">You may need to login to Docker Hub<a class="anchor" a
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="determining-your-docker-hub-username" class="callout-inner">
-<h3 class="callout-title">Determining your Docker Hub username<a class="anchor" aria-label="anchor" href="#determining-your-docker-hub-username"></a>
-</h3>
+<h3 class="callout-title">Determining your Docker Hub username</h3>
 <div class="callout-content">
 <p>If you no longer recall your Docker Hub username, e.g., because you
 have been logging into the Docker Hub using your email address, you can
@@ -480,8 +477,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <p>then you need to check that you have started the Docker Desktop,
 Docker Engine, or however else you worked through the setup
 instructions.</p>
-</section><section><h2 class="section-heading" id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#getting-help"></a>
-<a class="anchor" aria-label="anchor" href="#getting-help"></a></h2>
+</section><section><h2 class="section-heading" id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#getting-help"></a></h2>
 <hr class="half-width"><p>Often when working with a new command line tool, we need to get help.
 These tools often have some sort of subcommand or flag (usually
 <code>help</code>, <code>-h</code>, or <code>--help</code>) that
@@ -660,8 +656,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-command-line-interface-cli-syntax" class="callout-inner">
-<h3 class="callout-title">Docker Command Line Interface (CLI) syntax<a class="anchor" aria-label="anchor" href="#docker-command-line-interface-cli-syntax"></a>
-</h3>
+<h3 class="callout-title">Docker Command Line Interface (CLI) syntax</h3>
 <div class="callout-content">
 <p>In this lesson we use the newest Docker CLI syntax <a href="https://www.docker.com/blog/whats-new-in-docker-1-13/" class="external-link">introduced
 with the Docker Engine version 1.13</a>. This new syntax combines
@@ -686,8 +681,7 @@ <h3 class="callout-title">Docker Command Line Interface (CLI) syntax<a class="an
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exploring-a-command" class="callout-inner">
-<h3 class="callout-title">Exploring a command<a class="anchor" aria-label="anchor" href="#exploring-a-command"></a>
-</h3>
+<h3 class="callout-title">Exploring a command</h3>
 <div class="callout-content">
 <p>Run <code>docker --help</code> and pick a command from the list.
 Explore the help prompt for that command. Try to guess how a command
@@ -701,7 +695,7 @@ <h3 class="callout-title">Exploring a command<a class="anchor" aria-label="ancho
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Suppose we pick the <code>docker image build</code> command:</p>
 <div class="codewrapper sourceCode" id="cb11">
@@ -771,8 +765,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>A toolbar icon indicates that Docker is ready to use (on Windows and
 macOS).</li>
@@ -818,7 +811,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -841,7 +834,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/meet-docker.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 820a6886..8b6745f4 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -344,8 +344,7 @@ <h1>Learner Profiles</h1>
 profiles are not intended to cover all areas but rather to offer some
 examples of the types of roles people learning this material might hold
 and their reasons for learning about containers.</p>
-<section><h2 class="section-heading" id="individual-learner-profiles">Individual learner profiles<a class="anchor" aria-label="anchor" href="#individual-learner-profiles"></a>
-<a class="anchor" aria-label="anchor" href="#individual-learner-profiles"></a></h2>
+<section><h2 class="section-heading" id="individual-learner-profiles">Individual learner profiles<a class="anchor" aria-label="anchor" href="#individual-learner-profiles"></a></h2>
 <hr class="half-width"><p><strong><em>Nelson is a graduate student in
 microbiology.</em></strong> They have experience in running Unix shell
 commands and using libraries in R for the bioinformatics workflows they
@@ -394,8 +393,7 @@ <h1>Learner Profiles</h1>
 suggested it. He is usually working from a Windows computer. He needs to
 understand how to create his own container, use it locally, and train
 his student to use it as well.</p>
-</section><section><h2 class="section-heading" id="group-profiles">Group profiles<a class="anchor" aria-label="anchor" href="#group-profiles"></a>
-<a class="anchor" aria-label="anchor" href="#group-profiles"></a></h2>
+</section><section><h2 class="section-heading" id="group-profiles">Group profiles<a class="anchor" aria-label="anchor" href="#group-profiles"></a></h2>
 <hr class="half-width"><p>In addition to our individual learner profiles above, we also look at
 three more general groups who may want to learn about containers. This
 is intended to help you get a perspective of the different types of
@@ -453,7 +451,7 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -475,8 +473,8 @@ <h1>Learner Profiles</h1>
   "url": "https://preview.carpentries.org/docker-introduction/instructor/profiles.html",
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/profiles.html",
   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
-  "datePublished": "2024-08-20"
+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index f9b79bb7..4a5165cb 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -355,8 +355,7 @@ <h1>Glossary</h1>
         </div>
 
         
-<section><h2 class="section-heading" id="glossary">Glossary<a class="anchor" aria-label="anchor" href="#glossary"></a>
-<a class="anchor" aria-label="anchor" href="#glossary"></a></h2>
+<section><h2 class="section-heading" id="glossary">Glossary<a class="anchor" aria-label="anchor" href="#glossary"></a></h2>
 <hr class="half-width"><dl><dt>
 Command-line argument/option
 </dt>
@@ -588,7 +587,7 @@ <h1>Glossary</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -611,7 +610,7 @@ <h1>Glossary</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/reference.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/reproduciblity.html b/instructor/reproduciblity.html
index 8c51fb33..494a95a4 100644
--- a/instructor/reproduciblity.html
+++ b/instructor/reproduciblity.html
@@ -304,10 +304,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -327,7 +327,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -408,8 +408,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="work-in-progress" class="callout-inner">
-<h3 class="callout-title">Work in progress…<a class="anchor" aria-label="anchor" href="#work-in-progress"></a>
-</h3>
+<h3 class="callout-title">Work in progress…</h3>
 <div class="callout-content">
 <p>Note that reproducibility aspects of software and containers are an
 active area of research, discussion and development so are subject to
@@ -418,8 +417,7 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 </div>
 </div>
 </div>
-<section><h2 class="section-heading" id="reproducibility">Reproducibility<a class="anchor" aria-label="anchor" href="#reproducibility"></a>
-<a class="anchor" aria-label="anchor" href="#reproducibility"></a></h2>
+<section><h2 class="section-heading" id="reproducibility">Reproducibility<a class="anchor" aria-label="anchor" href="#reproducibility"></a></h2>
 <hr class="half-width"><p>By <em>reproducibility</em> here we mean the ability of someone else
 (or your future self) being able to reproduce what you did
 computationally at a particular time (be this in research, analysis or
@@ -450,8 +448,7 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 <li>You can archive and share a container image as well as associating a
 persistent identifier with it, to allow other researchers to reproduce
 and build on your work.</li>
-</ul></section><section><h2 class="section-heading" id="sharing-images">Sharing images<a class="anchor" aria-label="anchor" href="#sharing-images"></a>
-<a class="anchor" aria-label="anchor" href="#sharing-images"></a></h2>
+</ul></section><section><h2 class="section-heading" id="sharing-images">Sharing images<a class="anchor" aria-label="anchor" href="#sharing-images"></a></h2>
 <hr class="half-width"><p>As we have already seen, the Docker Hub provides a platform for
 sharing container images publicly. Once you have uploaded a container
 image, you can point people to its public location and they can download
@@ -467,8 +464,7 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 <li>it is easy to overwrite tagged container images with newer versions
 by mistake.</li>
 </ul></section><section><h2 class="section-heading" id="archiving-and-persistently-identifying-container-images-using-zenodo">Archiving and persistently identifying container images using
-Zenodo<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a>
-<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a></h2>
+Zenodo<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a></h2>
 <hr class="half-width"><p>When you publish your work or make it publicly available in some way
 it is good practice to make container images that you used for
 computational work available in an immutable, persistent way and to have
@@ -507,8 +503,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 persistent DOIs for container images. There are other services out there
 – for example, some organizations may provide their own, equivalent,
 service.</p>
-</section><section><h2 class="section-heading" id="reproducibility-good-practice">Reproducibility good practice<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a>
-<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a></h2>
+</section><section><h2 class="section-heading" id="reproducibility-good-practice">Reproducibility good practice<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a></h2>
 <hr class="half-width"><ul><li>Make use of container images to capture the computational
 environment required for your work.</li>
 <li>Decide on the appropriate granularity for the container images you
@@ -543,8 +538,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 be available indefinitely, potentially meaning that you’re unable to
 reproduce the required environment and, hence, the research
 results.</li>
-</ul></section><section><h2 class="section-heading" id="container-granularity">Container Granularity<a class="anchor" aria-label="anchor" href="#container-granularity"></a>
-<a class="anchor" aria-label="anchor" href="#container-granularity"></a></h2>
+</ul></section><section><h2 class="section-heading" id="container-granularity">Container Granularity<a class="anchor" aria-label="anchor" href="#container-granularity"></a></h2>
 <hr class="half-width"><p>As mentioned above, one of the decisions you may need to make when
 containerising your research workflows is what level of
 <em>granularity</em> you wish to employ. The two extremes of this
@@ -560,8 +554,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="positives-and-negatives" class="callout-inner">
-<h3 class="callout-title">Positives and negatives<a class="anchor" aria-label="anchor" href="#positives-and-negatives"></a>
-</h3>
+<h3 class="callout-title">Positives and negatives</h3>
 <div class="callout-content">
 <p>What are the advantages and disadvantages of the two approaches to
 container granularity for research workflows described above? Think
@@ -625,8 +618,7 @@ <h3 id="multiple-smaller-container-images">Multiple smaller container images<a c
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="next-steps-with-containers" class="callout-inner">
-<h3 class="callout-title">Next steps with containers<a class="anchor" aria-label="anchor" href="#next-steps-with-containers"></a>
-</h3>
+<h3 class="callout-title">Next steps with containers</h3>
 <div class="callout-content">
 <p>Now that we’re at the end of the lesson material, take a moment to
 reflect on what you’ve learned, how it applies to you, and what to do
@@ -646,8 +638,7 @@ <h3 class="callout-title">Next steps with containers<a class="anchor" aria-label
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>Container images allow us to encapsulate the computation (and data)
 we have used in our research.</li>
@@ -694,7 +685,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -717,7 +708,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/reproduciblity.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/instructor/running-containers.html b/instructor/running-containers.html
index f06ca756..d7906e4b 100644
--- a/instructor/running-containers.html
+++ b/instructor/running-containers.html
@@ -303,10 +303,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -326,7 +326,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="../instructor/aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -404,8 +404,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="reminder-of-terminology-container-images-and-containers" class="callout-inner">
-<h3 class="callout-title">Reminder of terminology: container images and containers<a class="anchor" aria-label="anchor" href="#reminder-of-terminology-container-images-and-containers"></a>
-</h3>
+<h3 class="callout-title">Reminder of terminology: container images and containers</h3>
 <div class="callout-content">
 <p>Recall that a <em>container image</em> is the template from which
 particular instances of <em>containers</em> will be created.</p>
@@ -415,8 +414,7 @@ <h3 class="callout-title">Reminder of terminology: container images and containe
 <p>Let’s explore our first Docker container. The Docker team provides a
 simple container image online called <code>hello-world</code>. We’ll
 start with that one.</p>
-<section><h2 class="section-heading" id="downloading-docker-images">Downloading Docker images<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a>
-<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a></h2>
+<section><h2 class="section-heading" id="downloading-docker-images">Downloading Docker images<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a></h2>
 <hr class="half-width"><p>The <code>docker image</code> command is used to interact with Docker
 container images. You can find out what container images you have on
 your computer by using the following command (“ls” is short for
@@ -451,8 +449,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-hub" class="callout-inner">
-<h3 class="callout-title">Docker Hub<a class="anchor" aria-label="anchor" href="#docker-hub"></a>
-</h3>
+<h3 class="callout-title">Docker Hub</h3>
 <div class="callout-content">
 <p>Where did the <code>hello-world</code> container image come from? It
 came from the Docker Hub website, which is a place to share Docker
@@ -465,8 +462,7 @@ <h3 class="callout-title">Docker Hub<a class="anchor" aria-label="anchor" href="
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-check-on-your-images" class="callout-inner">
-<h3 class="callout-title">Exercise: Check on Your Images<a class="anchor" aria-label="anchor" href="#exercise-check-on-your-images"></a>
-</h3>
+<h3 class="callout-title">Exercise: Check on Your Images</h3>
 <div class="callout-content">
 <p>What command would you use to see if the <code>hello-world</code>
 Docker container image had downloaded successfully and was on your
@@ -499,8 +495,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 isn’t commonly accessed, so it’s necessary to use the special
 <code>docker image</code> command to see what Docker container images
 you have on your computer.</p>
-</section><section><h2 class="section-heading" id="running-the-hello-world-container">Running the <code>hello-world</code> container<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a>
-<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a></h2>
+</section><section><h2 class="section-heading" id="running-the-hello-world-container">Running the <code>hello-world</code> container<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a></h2>
 <hr class="half-width"><p>To create and run containers from named Docker container images you
 use the <code>docker container run</code> command. Try the following
 <code>docker container run</code> invocation. Note that it does not
@@ -556,8 +551,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 <div id="using-docker-container-run-to-get-the-image" class="callout-inner">
 <h3 class="callout-title">Using <code>docker container run</code> to get
-the image<a class="anchor" aria-label="anchor" href="#using-docker-container-run-to-get-the-image"></a>
-</h3>
+the image</h3>
 <div class="callout-content">
 <p>We could have skipped the <code>docker image pull</code> step; if you
 use the <code>docker container run</code> command and you don’t already
@@ -566,8 +560,7 @@ <h3 class="callout-title">Using <code>docker container run</code> to get
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="running-a-container-with-a-chosen-command">Running a container with a chosen command<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a>
-<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a></h2>
+</section><section><h2 class="section-heading" id="running-a-container-with-a-chosen-command">Running a container with a chosen command<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a></h2>
 <hr class="half-width"><p>But what if we wanted to do something different with the container?
 The output just gave us a suggestion of what to do – let’s use a
 different Docker container image to explore what else we can do with the
@@ -579,8 +572,7 @@ <h3 class="callout-title">Using <code>docker container run</code> to get
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="run-the-alpine-docker-container" class="callout-inner">
-<h3 class="callout-title">Run the Alpine Docker container<a class="anchor" aria-label="anchor" href="#run-the-alpine-docker-container"></a>
-</h3>
+<h3 class="callout-title">Run the Alpine Docker container</h3>
 <div class="callout-content">
 <p>Try downloading the <code>alpine</code> container image and using it
 to run a container. You can do it in two steps, or one. What are
@@ -613,8 +605,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="hello-world-part-2" class="callout-inner">
-<h3 class="callout-title">Hello World, Part 2<a class="anchor" aria-label="anchor" href="#hello-world-part-2"></a>
-</h3>
+<h3 class="callout-title">Hello World, Part 2</h3>
 <div class="callout-content">
 <p>Can you run a copy of the <code>alpine</code> container and make it
 print a “hello world” message?</p>
@@ -643,8 +634,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <p>So here, we see another option – we can provide commands at the end
 of the <code>docker container run</code> command and they will execute
 inside the running container.</p>
-</section><section><h2 class="section-heading" id="running-containers-interactively">Running containers interactively<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a>
-<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a></h2>
+</section><section><h2 class="section-heading" id="running-containers-interactively">Running containers interactively<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a></h2>
 <hr class="half-width"><p>In all the examples above, Docker has started the container, run a
 command, and then immediately stopped the container. But what if we
 wanted to keep the container running so we could log into it and test
@@ -664,8 +654,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="technically" class="callout-inner">
-<h3 class="callout-title">Technically…<a class="anchor" aria-label="anchor" href="#technically"></a>
-</h3>
+<h3 class="callout-title">Technically…</h3>
 <div class="callout-content">
 <p>Technically, the interactive flag is just <code>-i</code> – the extra
 <code>-t</code> (combined as <code>-it</code> above) is the “pseudo-TTY”
@@ -702,8 +691,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="practice-makes-perfect" class="callout-inner">
-<h3 class="callout-title">Practice Makes Perfect<a class="anchor" aria-label="anchor" href="#practice-makes-perfect"></a>
-</h3>
+<h3 class="callout-title">Practice Makes Perfect</h3>
 <div class="callout-content">
 <p>Can you find out the version of Ubuntu installed on the
 <code>ubuntu</code> container image? (Hint: You can use the same command
@@ -782,8 +770,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="even-more-options" class="callout-inner">
-<h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor" href="#even-more-options"></a>
-</h3>
+<h3 class="callout-title">Even More Options</h3>
 <div class="callout-content">
 <p>There are many more options, besides <code>-it</code> that can be
 used with the <code>docker container run</code> command! A few of them
@@ -802,8 +789,7 @@ <h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor"
 </ul></div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="conclusion">Conclusion<a class="anchor" aria-label="anchor" href="#conclusion"></a>
-<a class="anchor" aria-label="anchor" href="#conclusion"></a></h2>
+</section><section><h2 class="section-heading" id="conclusion">Conclusion<a class="anchor" aria-label="anchor" href="#conclusion"></a></h2>
 <hr class="half-width"><p>So far, we’ve seen how to download Docker container images, use them
 to run commands inside running containers, and even how to explore a
 running container from the inside. Next, we’ll take a closer look at all
@@ -817,8 +803,7 @@ <h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor"
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>The <code>docker image pull</code> command downloads Docker
 container images from the internet.</li>
@@ -868,7 +853,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -891,7 +876,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/instructor/running-containers.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index 63f1222f..2995405a 100644
--- a/introduction.html
+++ b/introduction.html
@@ -302,10 +302,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -325,7 +325,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -400,8 +400,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="learning-about-docker-containers" class="callout-inner">
-<h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria-label="anchor" href="#learning-about-docker-containers"></a>
-</h3>
+<h3 class="callout-title">Learning about Docker Containers</h3>
 <div class="callout-content">
 <p>The Australian Research Data Commons has produced a short
 introductory video about Docker containers that covers many of the
@@ -415,15 +414,13 @@ <h3 class="callout-title">Learning about Docker Containers<a class="anchor" aria
 </div>
 </div>
 </div>
-<section><h2 class="section-heading" id="scientific-software-challenges">Scientific Software Challenges<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a>
-<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a></h2>
+<section><h2 class="section-heading" id="scientific-software-challenges">Scientific Software Challenges<a class="anchor" aria-label="anchor" href="#scientific-software-challenges"></a></h2>
 <hr class="half-width"><div id="whats-your-experience" class="callout discussion">
 <div class="callout-square">
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="whats-your-experience" class="callout-inner">
-<h3 class="callout-title">What’s Your Experience?<a class="anchor" aria-label="anchor" href="#whats-your-experience"></a>
-</h3>
+<h3 class="callout-title">What’s Your Experience?</h3>
 <div class="callout-content">
 <p>Take a minute to think about challenges that you have experienced in
 using scientific software (or software in general!) for your research.
@@ -465,8 +462,7 @@ <h3 class="callout-title">What’s Your Experience?<a class="anchor" aria-label=
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="software-and-science" class="callout-inner">
-<h3 class="callout-title">Software and Science<a class="anchor" aria-label="anchor" href="#software-and-science"></a>
-</h3>
+<h3 class="callout-title">Software and Science</h3>
 <div class="callout-content">
 <p>Again, take a minute to think about how the software challenges we’ve
 discussed could impact (or have impacted!) the quality of your work.
@@ -489,8 +485,7 @@ <h3 class="callout-title">Software and Science<a class="anchor" aria-label="anch
 containers to the rescue! Containers provide a way to package up
 software dependencies and access to resources such as files and
 communications networks in a uniform manner.</p>
-</section><section><h2 class="section-heading" id="what-is-a-container-what-is-docker">What is a Container? What is Docker?<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a>
-<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a></h2>
+</section><section><h2 class="section-heading" id="what-is-a-container-what-is-docker">What is a Container? What is Docker?<a class="anchor" aria-label="anchor" href="#what-is-a-container-what-is-docker"></a></h2>
 <hr class="half-width"><p><a href="https://www.docker.com/" class="external-link">Docker</a> is a tool that allows
 you to build what are called <strong>containers</strong>. It’s not the
 only tool that can create containers, but is the one we’ve chosen for
@@ -542,8 +537,7 @@ <h3 class="callout-title">Software and Science<a class="anchor" aria-label="anch
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="virtualization" class="callout-inner">
-<h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" href="#virtualization"></a>
-</h3>
+<h3 class="callout-title">Virtualization</h3>
 <div class="callout-content">
 <p>Containers are an example of what’s called
 <strong>virtualization</strong> – having a second virtual computer
@@ -570,8 +564,7 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 relatively unchanging, where cookies come and go. If you want a
 different type of container (cookie) you need a different container
 image (cookie cutter).</p>
-<figure><img src="fig/containers-cookie-cutter.png" alt="An image comparing using a cookie cutter to the container workflow" class="figure mx-auto d-block"></figure></section><section><h2 class="section-heading" id="putting-the-pieces-together">Putting the Pieces Together<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a>
-<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a></h2>
+<figure><img src="fig/containers-cookie-cutter.png" alt="An image comparing using a cookie cutter to the container workflow" class="figure mx-auto d-block"></figure></section><section><h2 class="section-heading" id="putting-the-pieces-together">Putting the Pieces Together<a class="anchor" aria-label="anchor" href="#putting-the-pieces-together"></a></h2>
 <hr class="half-width"><p>Think back to some of the challenges we described at the beginning.
 The many layers of scientific software installations make it hard to
 install and re-install scientific software – which ultimately, hinders
@@ -594,8 +587,7 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 </ul><p>The rest of this workshop will show you how to download and run
 containers from pre-existing container images on your own computer, and
 how to create and share your own container images.</p>
-</section><section><h2 class="section-heading" id="use-cases-for-containers">Use cases for containers<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a>
-<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a></h2>
+</section><section><h2 class="section-heading" id="use-cases-for-containers">Use cases for containers<a class="anchor" aria-label="anchor" href="#use-cases-for-containers"></a></h2>
 <hr class="half-width"><p>Now that we have discussed a little bit about containers – what they
 do and the issues they attempt to address – you may be able to think of
 a few potential use cases in your area of work. Some examples of common
@@ -618,8 +610,7 @@ <h3 class="callout-title">Virtualization<a class="anchor" aria-label="anchor" hr
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>Almost all software depends on other software components to
 function, but these components have independent evolutionary paths.</li>
@@ -677,7 +668,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -700,7 +691,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/introduction.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 50ff14fa..ed80fda0 100644
--- a/key-points.html
+++ b/key-points.html
@@ -354,10 +354,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
             </div>
 
             <hr class="half-width">
-<div class="accordion accordion-flush resources" id="accordionFlush12">
+<div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
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                 </h2>
@@ -380,7 +380,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources">
+            <hr class="half-width lesson-resources">
 <a href="aio.html">See all in one page</a>
 
 
@@ -529,7 +529,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -552,8 +552,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://preview.carpentries.org/docker-introduction/key-points.html",
   "identifier": "https://preview.carpentries.org/docker-introduction/key-points.html",
   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
-  "datePublished": "2024-08-20"
+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/managing-containers.html b/managing-containers.html
index f6c300e6..42627a45 100644
--- a/managing-containers.html
+++ b/managing-containers.html
@@ -303,10 +303,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -326,7 +326,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -392,8 +392,7 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section><h2 class="section-heading" id="removing-images">Removing images<a class="anchor" aria-label="anchor" href="#removing-images"></a>
-<a class="anchor" aria-label="anchor" href="#removing-images"></a></h2>
+<section><h2 class="section-heading" id="removing-images">Removing images<a class="anchor" aria-label="anchor" href="#removing-images"></a></h2>
 <hr class="half-width"><p>The container images and their corresponding containers can start to
 take up a lot of disk space if you don’t clean them up occasionally, so
 it’s a good idea to periodically remove containers and container images
@@ -437,8 +436,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 the container image, we need to be able to see what containers are
 currently running, or have been run recently, and how to remove
 these.</p>
-</section><section><h2 class="section-heading" id="what-containers-are-running">What containers are running?<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a>
-<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a></h2>
+</section><section><h2 class="section-heading" id="what-containers-are-running">What containers are running?<a class="anchor" aria-label="anchor" href="#what-containers-are-running"></a></h2>
 <hr class="half-width"><p>Working with containers, we are going to shift back to the command:
 <code>docker container</code>. Similar to <code>docker image</code>, we
 can list running containers by typing:</p>
@@ -460,9 +458,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-ps" class="callout-inner">
-<h3 class="callout-title">
-<code>docker ps</code><a class="anchor" aria-label="anchor" href="#docker-ps"></a>
-</h3>
+<h3 class="callout-title"><code>docker ps</code></h3>
 <div class="callout-content">
 <p>The command <code>docker ps</code> serves the same purpose as
 <code>docker container ls</code>, and comes from the Unix shell command
@@ -470,8 +466,7 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="what-containers-have-run-recently">What containers have run recently?<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a>
-<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a></h2>
+</section><section><h2 class="section-heading" id="what-containers-have-run-recently">What containers have run recently?<a class="anchor" aria-label="anchor" href="#what-containers-have-run-recently"></a></h2>
 <hr class="half-width"><p>There is also a way to list running containers, and those that have
 completed recently, which is to add the
 <code>--all</code>/<code>-a</code> flag to the
@@ -493,8 +488,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="keeping-it-clean" class="callout-inner">
-<h3 class="callout-title">Keeping it clean<a class="anchor" aria-label="anchor" href="#keeping-it-clean"></a>
-</h3>
+<h3 class="callout-title">Keeping it clean</h3>
 <div class="callout-content">
 <p>You might be surprised at the number of containers Docker is still
 keeping track of. One way to prevent this from happening is to add the
@@ -505,8 +499,7 @@ <h3 class="callout-title">Keeping it clean<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="how-do-i-remove-an-exited-container">How do I remove an exited container?<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a>
-<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a></h2>
+</section><section><h2 class="section-heading" id="how-do-i-remove-an-exited-container">How do I remove an exited container?<a class="anchor" aria-label="anchor" href="#how-do-i-remove-an-exited-container"></a></h2>
 <hr class="half-width"><p>To delete an exited container you can run the following command,
 inserting the <code>CONTAINER ID</code> for the container you wish to
 remove. It will repeat the <code>CONTAINER ID</code> back to you, if
@@ -546,8 +539,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 9c698655416a848278d16bb1352b97e72b7ea85884bff8f106877afe0210acfc
 6dd822cf6ca92f3040eaecbd26ad2af63595f30bb7e7a20eacf4554f6ccc9b2b</code></pre>
 </div>
-</section><section><h2 class="section-heading" id="removing-images-for-real-this-time">Removing images, for real this time<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a>
-<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a></h2>
+</section><section><h2 class="section-heading" id="removing-images-for-real-this-time">Removing images, for real this time<a class="anchor" aria-label="anchor" href="#removing-images-for-real-this-time"></a></h2>
 <hr class="half-width"><p>Now that we’ve removed any potentially running or stopped containers,
 we can try again to delete the <code>hello-world</code>
 <strong>container image</strong>.</p>
@@ -579,8 +571,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>
 <code>docker container</code> has subcommands used to interact and
@@ -630,7 +621,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -653,7 +644,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/managing-containers.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/meet-docker.html b/meet-docker.html
index f24ba17a..0346a167 100644
--- a/meet-docker.html
+++ b/meet-docker.html
@@ -300,10 +300,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -323,7 +323,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -391,8 +391,7 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section><h2 class="section-heading" id="docker-command-line">Docker command line<a class="anchor" aria-label="anchor" href="#docker-command-line"></a>
-<a class="anchor" aria-label="anchor" href="#docker-command-line"></a></h2>
+<section><h2 class="section-heading" id="docker-command-line">Docker command line<a class="anchor" aria-label="anchor" href="#docker-command-line"></a></h2>
 <hr class="half-width"><p>Start the Docker application that you installed in working through
 the setup instructions for this session. Note that this might not be
 necessary if your laptop is running Linux or if the installation added
@@ -402,8 +401,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="you-may-need-to-login-to-docker-hub" class="callout-inner">
-<h3 class="callout-title">You may need to login to Docker Hub<a class="anchor" aria-label="anchor" href="#you-may-need-to-login-to-docker-hub"></a>
-</h3>
+<h3 class="callout-title">You may need to login to Docker Hub</h3>
 <div class="callout-content">
 <p>The Docker application will usually provide a way for you to log in
 to the Docker Hub using the application’s menu (macOS) or systray icon
@@ -419,8 +417,7 @@ <h3 class="callout-title">You may need to login to Docker Hub<a class="anchor" a
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="determining-your-docker-hub-username" class="callout-inner">
-<h3 class="callout-title">Determining your Docker Hub username<a class="anchor" aria-label="anchor" href="#determining-your-docker-hub-username"></a>
-</h3>
+<h3 class="callout-title">Determining your Docker Hub username</h3>
 <div class="callout-content">
 <p>If you no longer recall your Docker Hub username, e.g., because you
 have been logging into the Docker Hub using your email address, you can
@@ -478,8 +475,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <p>then you need to check that you have started the Docker Desktop,
 Docker Engine, or however else you worked through the setup
 instructions.</p>
-</section><section><h2 class="section-heading" id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#getting-help"></a>
-<a class="anchor" aria-label="anchor" href="#getting-help"></a></h2>
+</section><section><h2 class="section-heading" id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#getting-help"></a></h2>
 <hr class="half-width"><p>Often when working with a new command line tool, we need to get help.
 These tools often have some sort of subcommand or flag (usually
 <code>help</code>, <code>-h</code>, or <code>--help</code>) that
@@ -658,8 +654,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-command-line-interface-cli-syntax" class="callout-inner">
-<h3 class="callout-title">Docker Command Line Interface (CLI) syntax<a class="anchor" aria-label="anchor" href="#docker-command-line-interface-cli-syntax"></a>
-</h3>
+<h3 class="callout-title">Docker Command Line Interface (CLI) syntax</h3>
 <div class="callout-content">
 <p>In this lesson we use the newest Docker CLI syntax <a href="https://www.docker.com/blog/whats-new-in-docker-1-13/" class="external-link">introduced
 with the Docker Engine version 1.13</a>. This new syntax combines
@@ -684,8 +679,7 @@ <h3 class="callout-title">Docker Command Line Interface (CLI) syntax<a class="an
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exploring-a-command" class="callout-inner">
-<h3 class="callout-title">Exploring a command<a class="anchor" aria-label="anchor" href="#exploring-a-command"></a>
-</h3>
+<h3 class="callout-title">Exploring a command</h3>
 <div class="callout-content">
 <p>Run <code>docker --help</code> and pick a command from the list.
 Explore the help prompt for that command. Try to guess how a command
@@ -699,7 +693,7 @@ <h3 class="callout-title">Exploring a command<a class="anchor" aria-label="ancho
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Suppose we pick the <code>docker image build</code> command:</p>
 <div class="codewrapper sourceCode" id="cb11">
@@ -769,8 +763,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>A toolbar icon indicates that Docker is ready to use (on Windows and
 macOS).</li>
@@ -816,7 +809,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -839,7 +832,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/meet-docker.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 4505a2cd..3c517d7c 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-08-20T01:04Z
+last_built: 2024-08-27T01:05Z
diff --git a/profiles.html b/profiles.html
index 5b29e963..dfa067d5 100644
--- a/profiles.html
+++ b/profiles.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -344,8 +344,7 @@ <h1>Learner Profiles</h1>
 profiles are not intended to cover all areas but rather to offer some
 examples of the types of roles people learning this material might hold
 and their reasons for learning about containers.</p>
-<section><h2 class="section-heading" id="individual-learner-profiles">Individual learner profiles<a class="anchor" aria-label="anchor" href="#individual-learner-profiles"></a>
-<a class="anchor" aria-label="anchor" href="#individual-learner-profiles"></a></h2>
+<section><h2 class="section-heading" id="individual-learner-profiles">Individual learner profiles<a class="anchor" aria-label="anchor" href="#individual-learner-profiles"></a></h2>
 <hr class="half-width"><p><strong><em>Nelson is a graduate student in
 microbiology.</em></strong> They have experience in running Unix shell
 commands and using libraries in R for the bioinformatics workflows they
@@ -394,8 +393,7 @@ <h1>Learner Profiles</h1>
 suggested it. He is usually working from a Windows computer. He needs to
 understand how to create his own container, use it locally, and train
 his student to use it as well.</p>
-</section><section><h2 class="section-heading" id="group-profiles">Group profiles<a class="anchor" aria-label="anchor" href="#group-profiles"></a>
-<a class="anchor" aria-label="anchor" href="#group-profiles"></a></h2>
+</section><section><h2 class="section-heading" id="group-profiles">Group profiles<a class="anchor" aria-label="anchor" href="#group-profiles"></a></h2>
 <hr class="half-width"><p>In addition to our individual learner profiles above, we also look at
 three more general groups who may want to learn about containers. This
 is intended to help you get a perspective of the different types of
@@ -453,7 +451,7 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -475,8 +473,8 @@ <h1>Learner Profiles</h1>
   "url": "https://preview.carpentries.org/docker-introduction/profiles.html",
   "identifier": "https://preview.carpentries.org/docker-introduction/profiles.html",
   "dateCreated": "2024-08-16",
-  "dateModified": "2024-08-20",
-  "datePublished": "2024-08-20"
+  "dateModified": "2024-08-27",
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index fda6184b..6784ea0a 100644
--- a/reference.html
+++ b/reference.html
@@ -288,10 +288,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -311,7 +311,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -353,8 +353,7 @@ <h1>Glossary</h1>
         </div>
 
         
-<section><h2 class="section-heading" id="glossary">Glossary<a class="anchor" aria-label="anchor" href="#glossary"></a>
-<a class="anchor" aria-label="anchor" href="#glossary"></a></h2>
+<section><h2 class="section-heading" id="glossary">Glossary<a class="anchor" aria-label="anchor" href="#glossary"></a></h2>
 <hr class="half-width"><dl><dt>
 Command-line argument/option
 </dt>
@@ -586,7 +585,7 @@ <h1>Glossary</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -609,7 +608,7 @@ <h1>Glossary</h1>
   "identifier": "https://preview.carpentries.org/docker-introduction/reference.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/reproduciblity.html b/reproduciblity.html
index 25f7d482..36320d98 100644
--- a/reproduciblity.html
+++ b/reproduciblity.html
@@ -304,10 +304,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -327,7 +327,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -406,8 +406,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="work-in-progress" class="callout-inner">
-<h3 class="callout-title">Work in progress…<a class="anchor" aria-label="anchor" href="#work-in-progress"></a>
-</h3>
+<h3 class="callout-title">Work in progress…</h3>
 <div class="callout-content">
 <p>Note that reproducibility aspects of software and containers are an
 active area of research, discussion and development so are subject to
@@ -416,8 +415,7 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 </div>
 </div>
 </div>
-<section><h2 class="section-heading" id="reproducibility">Reproducibility<a class="anchor" aria-label="anchor" href="#reproducibility"></a>
-<a class="anchor" aria-label="anchor" href="#reproducibility"></a></h2>
+<section><h2 class="section-heading" id="reproducibility">Reproducibility<a class="anchor" aria-label="anchor" href="#reproducibility"></a></h2>
 <hr class="half-width"><p>By <em>reproducibility</em> here we mean the ability of someone else
 (or your future self) being able to reproduce what you did
 computationally at a particular time (be this in research, analysis or
@@ -448,8 +446,7 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 <li>You can archive and share a container image as well as associating a
 persistent identifier with it, to allow other researchers to reproduce
 and build on your work.</li>
-</ul></section><section><h2 class="section-heading" id="sharing-images">Sharing images<a class="anchor" aria-label="anchor" href="#sharing-images"></a>
-<a class="anchor" aria-label="anchor" href="#sharing-images"></a></h2>
+</ul></section><section><h2 class="section-heading" id="sharing-images">Sharing images<a class="anchor" aria-label="anchor" href="#sharing-images"></a></h2>
 <hr class="half-width"><p>As we have already seen, the Docker Hub provides a platform for
 sharing container images publicly. Once you have uploaded a container
 image, you can point people to its public location and they can download
@@ -465,8 +462,7 @@ <h3 class="callout-title">Work in progress…<a class="anchor" aria-label="ancho
 <li>it is easy to overwrite tagged container images with newer versions
 by mistake.</li>
 </ul></section><section><h2 class="section-heading" id="archiving-and-persistently-identifying-container-images-using-zenodo">Archiving and persistently identifying container images using
-Zenodo<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a>
-<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a></h2>
+Zenodo<a class="anchor" aria-label="anchor" href="#archiving-and-persistently-identifying-container-images-using-zenodo"></a></h2>
 <hr class="half-width"><p>When you publish your work or make it publicly available in some way
 it is good practice to make container images that you used for
 computational work available in an immutable, persistent way and to have
@@ -505,8 +501,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 persistent DOIs for container images. There are other services out there
 – for example, some organizations may provide their own, equivalent,
 service.</p>
-</section><section><h2 class="section-heading" id="reproducibility-good-practice">Reproducibility good practice<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a>
-<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a></h2>
+</section><section><h2 class="section-heading" id="reproducibility-good-practice">Reproducibility good practice<a class="anchor" aria-label="anchor" href="#reproducibility-good-practice"></a></h2>
 <hr class="half-width"><ul><li>Make use of container images to capture the computational
 environment required for your work.</li>
 <li>Decide on the appropriate granularity for the container images you
@@ -541,8 +536,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 be available indefinitely, potentially meaning that you’re unable to
 reproduce the required environment and, hence, the research
 results.</li>
-</ul></section><section><h2 class="section-heading" id="container-granularity">Container Granularity<a class="anchor" aria-label="anchor" href="#container-granularity"></a>
-<a class="anchor" aria-label="anchor" href="#container-granularity"></a></h2>
+</ul></section><section><h2 class="section-heading" id="container-granularity">Container Granularity<a class="anchor" aria-label="anchor" href="#container-granularity"></a></h2>
 <hr class="half-width"><p>As mentioned above, one of the decisions you may need to make when
 containerising your research workflows is what level of
 <em>granularity</em> you wish to employ. The two extremes of this
@@ -558,8 +552,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="positives-and-negatives" class="callout-inner">
-<h3 class="callout-title">Positives and negatives<a class="anchor" aria-label="anchor" href="#positives-and-negatives"></a>
-</h3>
+<h3 class="callout-title">Positives and negatives</h3>
 <div class="callout-content">
 <p>What are the advantages and disadvantages of the two approaches to
 container granularity for research workflows described above? Think
@@ -623,8 +616,7 @@ <h3 id="multiple-smaller-container-images">Multiple smaller container images<a c
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="next-steps-with-containers" class="callout-inner">
-<h3 class="callout-title">Next steps with containers<a class="anchor" aria-label="anchor" href="#next-steps-with-containers"></a>
-</h3>
+<h3 class="callout-title">Next steps with containers</h3>
 <div class="callout-content">
 <p>Now that we’re at the end of the lesson material, take a moment to
 reflect on what you’ve learned, how it applies to you, and what to do
@@ -644,8 +636,7 @@ <h3 class="callout-title">Next steps with containers<a class="anchor" aria-label
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>Container images allow us to encapsulate the computation (and data)
 we have used in our research.</li>
@@ -692,7 +683,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -715,7 +706,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/reproduciblity.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-08-16",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
   </script><script>
diff --git a/running-containers.html b/running-containers.html
index 7cf30052..7acbd505 100644
--- a/running-containers.html
+++ b/running-containers.html
@@ -303,10 +303,10 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
               </div>
             </div>
 
-            <hr class="half-width"><div class="accordion accordion-flush resources" id="accordionFlush12">
+            <hr class="half-width"><div class="accordion accordion-flush lesson-resources" id="accordionFlush12">
               <div class="accordion-item">
                 <h2 class="accordion-header" id="flush-headingTwelve">
-                  <button class="accordion-button collapsed" id="resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
+                  <button class="accordion-button collapsed" id="lesson-resources" type="button" data-bs-toggle="collapse" data-bs-target="#flush-collapseTwelve" aria-expanded="false" aria-controls="flush-collapseTwelve">
                     RESOURCES
                   </button>
                 </h2>
@@ -326,7 +326,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                 </div>
               </div>
             </div>
-            <hr class="half-width resources"><a href="aio.html">See all in one page</a>
+            <hr class="half-width lesson-resources"><a href="aio.html">See all in one page</a>
 
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
@@ -402,8 +402,7 @@ <h3 class="card-title">Objectives</h3>
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="reminder-of-terminology-container-images-and-containers" class="callout-inner">
-<h3 class="callout-title">Reminder of terminology: container images and containers<a class="anchor" aria-label="anchor" href="#reminder-of-terminology-container-images-and-containers"></a>
-</h3>
+<h3 class="callout-title">Reminder of terminology: container images and containers</h3>
 <div class="callout-content">
 <p>Recall that a <em>container image</em> is the template from which
 particular instances of <em>containers</em> will be created.</p>
@@ -413,8 +412,7 @@ <h3 class="callout-title">Reminder of terminology: container images and containe
 <p>Let’s explore our first Docker container. The Docker team provides a
 simple container image online called <code>hello-world</code>. We’ll
 start with that one.</p>
-<section><h2 class="section-heading" id="downloading-docker-images">Downloading Docker images<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a>
-<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a></h2>
+<section><h2 class="section-heading" id="downloading-docker-images">Downloading Docker images<a class="anchor" aria-label="anchor" href="#downloading-docker-images"></a></h2>
 <hr class="half-width"><p>The <code>docker image</code> command is used to interact with Docker
 container images. You can find out what container images you have on
 your computer by using the following command (“ls” is short for
@@ -449,8 +447,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="docker-hub" class="callout-inner">
-<h3 class="callout-title">Docker Hub<a class="anchor" aria-label="anchor" href="#docker-hub"></a>
-</h3>
+<h3 class="callout-title">Docker Hub</h3>
 <div class="callout-content">
 <p>Where did the <code>hello-world</code> container image come from? It
 came from the Docker Hub website, which is a place to share Docker
@@ -463,8 +460,7 @@ <h3 class="callout-title">Docker Hub<a class="anchor" aria-label="anchor" href="
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="exercise-check-on-your-images" class="callout-inner">
-<h3 class="callout-title">Exercise: Check on Your Images<a class="anchor" aria-label="anchor" href="#exercise-check-on-your-images"></a>
-</h3>
+<h3 class="callout-title">Exercise: Check on Your Images</h3>
 <div class="callout-content">
 <p>What command would you use to see if the <code>hello-world</code>
 Docker container image had downloaded successfully and was on your
@@ -497,8 +493,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 isn’t commonly accessed, so it’s necessary to use the special
 <code>docker image</code> command to see what Docker container images
 you have on your computer.</p>
-</section><section><h2 class="section-heading" id="running-the-hello-world-container">Running the <code>hello-world</code> container<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a>
-<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a></h2>
+</section><section><h2 class="section-heading" id="running-the-hello-world-container">Running the <code>hello-world</code> container<a class="anchor" aria-label="anchor" href="#running-the-hello-world-container"></a></h2>
 <hr class="half-width"><p>To create and run containers from named Docker container images you
 use the <code>docker container run</code> command. Try the following
 <code>docker container run</code> invocation. Note that it does not
@@ -554,8 +549,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 <div id="using-docker-container-run-to-get-the-image" class="callout-inner">
 <h3 class="callout-title">Using <code>docker container run</code> to get
-the image<a class="anchor" aria-label="anchor" href="#using-docker-container-run-to-get-the-image"></a>
-</h3>
+the image</h3>
 <div class="callout-content">
 <p>We could have skipped the <code>docker image pull</code> step; if you
 use the <code>docker container run</code> command and you don’t already
@@ -564,8 +558,7 @@ <h3 class="callout-title">Using <code>docker container run</code> to get
 </div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="running-a-container-with-a-chosen-command">Running a container with a chosen command<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a>
-<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a></h2>
+</section><section><h2 class="section-heading" id="running-a-container-with-a-chosen-command">Running a container with a chosen command<a class="anchor" aria-label="anchor" href="#running-a-container-with-a-chosen-command"></a></h2>
 <hr class="half-width"><p>But what if we wanted to do something different with the container?
 The output just gave us a suggestion of what to do – let’s use a
 different Docker container image to explore what else we can do with the
@@ -577,8 +570,7 @@ <h3 class="callout-title">Using <code>docker container run</code> to get
 <i class="callout-icon" data-feather="message-circle"></i>
 </div>
 <div id="run-the-alpine-docker-container" class="callout-inner">
-<h3 class="callout-title">Run the Alpine Docker container<a class="anchor" aria-label="anchor" href="#run-the-alpine-docker-container"></a>
-</h3>
+<h3 class="callout-title">Run the Alpine Docker container</h3>
 <div class="callout-content">
 <p>Try downloading the <code>alpine</code> container image and using it
 to run a container. You can do it in two steps, or one. What are
@@ -611,8 +603,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="hello-world-part-2" class="callout-inner">
-<h3 class="callout-title">Hello World, Part 2<a class="anchor" aria-label="anchor" href="#hello-world-part-2"></a>
-</h3>
+<h3 class="callout-title">Hello World, Part 2</h3>
 <div class="callout-content">
 <p>Can you run a copy of the <code>alpine</code> container and make it
 print a “hello world” message?</p>
@@ -641,8 +632,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <p>So here, we see another option – we can provide commands at the end
 of the <code>docker container run</code> command and they will execute
 inside the running container.</p>
-</section><section><h2 class="section-heading" id="running-containers-interactively">Running containers interactively<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a>
-<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a></h2>
+</section><section><h2 class="section-heading" id="running-containers-interactively">Running containers interactively<a class="anchor" aria-label="anchor" href="#running-containers-interactively"></a></h2>
 <hr class="half-width"><p>In all the examples above, Docker has started the container, run a
 command, and then immediately stopped the container. But what if we
 wanted to keep the container running so we could log into it and test
@@ -662,8 +652,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="technically" class="callout-inner">
-<h3 class="callout-title">Technically…<a class="anchor" aria-label="anchor" href="#technically"></a>
-</h3>
+<h3 class="callout-title">Technically…</h3>
 <div class="callout-content">
 <p>Technically, the interactive flag is just <code>-i</code> – the extra
 <code>-t</code> (combined as <code>-it</code> above) is the “pseudo-TTY”
@@ -700,8 +689,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="zap"></i>
 </div>
 <div id="practice-makes-perfect" class="callout-inner">
-<h3 class="callout-title">Practice Makes Perfect<a class="anchor" aria-label="anchor" href="#practice-makes-perfect"></a>
-</h3>
+<h3 class="callout-title">Practice Makes Perfect</h3>
 <div class="callout-content">
 <p>Can you find out the version of Ubuntu installed on the
 <code>ubuntu</code> container image? (Hint: You can use the same command
@@ -780,8 +768,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <i class="callout-icon" data-feather="bell"></i>
 </div>
 <div id="even-more-options" class="callout-inner">
-<h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor" href="#even-more-options"></a>
-</h3>
+<h3 class="callout-title">Even More Options</h3>
 <div class="callout-content">
 <p>There are many more options, besides <code>-it</code> that can be
 used with the <code>docker container run</code> command! A few of them
@@ -800,8 +787,7 @@ <h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor"
 </ul></div>
 </div>
 </div>
-</section><section><h2 class="section-heading" id="conclusion">Conclusion<a class="anchor" aria-label="anchor" href="#conclusion"></a>
-<a class="anchor" aria-label="anchor" href="#conclusion"></a></h2>
+</section><section><h2 class="section-heading" id="conclusion">Conclusion<a class="anchor" aria-label="anchor" href="#conclusion"></a></h2>
 <hr class="half-width"><p>So far, we’ve seen how to download Docker container images, use them
 to run commands inside running containers, and even how to explore a
 running container from the inside. Next, we’ll take a closer look at all
@@ -815,8 +801,7 @@ <h3 class="callout-title">Even More Options<a class="anchor" aria-label="anchor"
 <i class="callout-icon" data-feather="key"></i>
 </div>
 <div class="callout-inner">
-<h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="#keypoints1"></a>
-</h3>
+<h3 class="callout-title">Key Points</h3>
 <div class="callout-content">
 <ul><li>The <code>docker image pull</code> command downloads Docker
 container images from the internet.</li>
@@ -866,7 +851,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.4" class="external-link">varnish (1.0.4)</a></p>
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@@ -889,7 +874,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/docker-introduction/running-containers.html",
   "dateCreated": "2024-08-16",
   "dateModified": "2024-07-31",
-  "datePublished": "2024-08-20"
+  "datePublished": "2024-08-27"
 }
 
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