diff --git a/01-introduction.html b/01-introduction.html
index bab21180..38d37498 100644
--- a/01-introduction.html
+++ b/01-introduction.html
@@ -542,7 +542,7 @@ <h3 class="callout-title">Key Points</h3>
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diff --git a/02-data_management.html b/02-data_management.html
index 653aced1..8301deb3 100644
--- a/02-data_management.html
+++ b/02-data_management.html
@@ -919,7 +919,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
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diff --git a/03-software.html b/03-software.html
index 280f0f0c..6fc129fc 100644
--- a/03-software.html
+++ b/03-software.html
@@ -434,7 +434,7 @@ <h3 class="callout-title">Potential problems writing code</h3>
 <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"> Suggestions </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul><li>I don’t remember what this code does</li>
 <li>I don’t remember why I made this choice</li>
@@ -517,7 +517,7 @@ <h2 id="options">Options<a class="anchor" aria-label="anchor" href="#options"></
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 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ul><li>file type - it is good to know what the function is tailored to
 process</li>
@@ -618,7 +618,7 @@ <h3 class="callout-title">Using pseudocode</h3>
 <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" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <pre class="source"><code>sams coconuts = count_fruit_on_island(coconuts, Sam's island)
 sams cherries = count_fruit_on_island(cherries, Sam's island)
@@ -687,7 +687,7 @@ <h3 class="callout-title">Name that function</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p><code>functionName</code></p>
 <ol style="list-style-type: decimal"><li>processFunction - incorrect, too vague</li>
@@ -858,7 +858,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
   "dateModified": "2023-08-31",
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diff --git a/04-collaboration.html b/04-collaboration.html
index a8981311..b6771dcb 100644
--- a/04-collaboration.html
+++ b/04-collaboration.html
@@ -413,7 +413,7 @@ <h3 class="callout-title">Collaboration opportunities and challenges</h3>
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 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
 <div class="accordion-body">
 <p>How collaboration can help:</p>
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@@ -493,7 +493,7 @@ <h3 class="callout-title">Comparing README files</h3>
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   <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>This Data Project README:</p>
 <ul><li>Contains a DOI</li>
@@ -687,7 +687,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
   "dateModified": "2023-09-23",
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diff --git a/05-project_organization.html b/05-project_organization.html
index 612f2b7a..b9e8bb07 100644
--- a/05-project_organization.html
+++ b/05-project_organization.html
@@ -769,7 +769,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
   "dateModified": "2023-09-23",
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diff --git a/06-track_changes.html b/06-track_changes.html
index dcbe64ba..3854fee3 100644
--- a/06-track_changes.html
+++ b/06-track_changes.html
@@ -830,7 +830,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
   "dateModified": "2023-09-07",
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   </script><script>
diff --git a/07-manuscripts.html b/07-manuscripts.html
index 68aa61fb..eee27bd0 100644
--- a/07-manuscripts.html
+++ b/07-manuscripts.html
@@ -677,7 +677,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
   "dateModified": "2023-08-31",
-  "datePublished": "2024-10-22"
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   </script><script>
diff --git a/08-what_next.html b/08-what_next.html
index 4af2e278..35c275c3 100644
--- a/08-what_next.html
+++ b/08-what_next.html
@@ -560,7 +560,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
   "dateModified": "2023-08-31",
-  "datePublished": "2024-10-22"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index 985a1194..86bb9d8f 100644
--- a/404.html
+++ b/404.html
@@ -390,8 +390,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-lab.github.io/good-enough-practices/404.html",
   "identifier": "https://carpentries-lab.github.io/good-enough-practices/404.html",
   "dateCreated": "2020-08-24",
-  "dateModified": "2024-10-22",
-  "datePublished": "2024-10-22"
+  "dateModified": "2024-10-29",
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 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 3239853f..4d083f22 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -409,7 +409,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-lab.github.io/good-enough-practices/CODE_OF_CONDUCT.html",
   "dateCreated": "2020-08-24",
   "dateModified": "2023-08-31",
-  "datePublished": "2024-10-22"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index b18c4f27..7dfeb516 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -457,7 +457,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-lab.github.io/good-enough-practices/LICENSE.html",
   "dateCreated": "2020-08-24",
   "dateModified": "2023-08-31",
-  "datePublished": "2024-10-22"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index f1282f39..ce098036 100644
--- a/aio.html
+++ b/aio.html
@@ -1195,7 +1195,7 @@ <h3 class="callout-title">Potential problems writing code</h3>
 <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"> Suggestions </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul>
 <li>I don’t remember what this code does</li>
@@ -1285,7 +1285,7 @@ <h2 id="options">Options<a class="anchor" aria-label="anchor" href="#options"></
 <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"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ul>
 <li>file type - it is good to know what the function is tailored to
@@ -1392,7 +1392,7 @@ <h3 class="callout-title">Using pseudocode</h3>
 <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" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <pre class="source"><code>sams coconuts = count_fruit_on_island(coconuts, Sam's island)
 sams cherries = count_fruit_on_island(cherries, Sam's island)
@@ -1469,7 +1469,7 @@ <h3 class="callout-title">Name that function</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p><code>functionName</code></p>
 <ol style="list-style-type: decimal">
@@ -1663,7 +1663,7 @@ <h3 class="callout-title">Collaboration opportunities and challenges</h3>
 <button class="accordion-button spoiler-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSpoiler1" aria-expanded="false" aria-controls="collapseSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div> Suggestions </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
 <div class="accordion-body">
 <p>How collaboration can help:</p>
 <ul>
@@ -1756,7 +1756,7 @@ <h3 class="callout-title">Comparing README files</h3>
 <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>This Data Project README:</p>
 <ul>
@@ -3325,8 +3325,8 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
-  "dateModified": "2024-10-22",
-  "datePublished": "2024-10-22"
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diff --git a/etherpad_template.html b/etherpad_template.html
index f2c998ba..66f97382 100644
--- a/etherpad_template.html
+++ b/etherpad_template.html
@@ -521,7 +521,7 @@ <h4 id="please-list-one-thing-you-liked-or-found-particularly-useful">Please lis
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   "dateCreated": "2020-08-24",
   "dateModified": "2023-09-07",
-  "datePublished": "2024-10-22"
+  "datePublished": "2024-10-29"
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   </script><script>
diff --git a/images.html b/images.html
index 0d541587..4cd6c8b1 100644
--- a/images.html
+++ b/images.html
@@ -463,8 +463,8 @@ <h3 id="06-track_changes-figure-1">Figure 1</h3>
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   "identifier": "https://carpentries-lab.github.io/good-enough-practices/images.html",
   "dateCreated": "2020-08-24",
-  "dateModified": "2024-10-22",
-  "datePublished": "2024-10-22"
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   </script><script>
diff --git a/index.html b/index.html
index fbe644d5..7fa9a586 100644
--- a/index.html
+++ b/index.html
@@ -411,8 +411,8 @@ <h3 class="callout-title">Prerequisites</h3>
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   "identifier": "https://carpentries-lab.github.io/good-enough-practices/index.html",
   "dateCreated": "2020-08-24",
-  "dateModified": "2024-10-22",
-  "datePublished": "2024-10-22"
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diff --git a/instructor-notes.html b/instructor-notes.html
index bcc44e3a..2393e36a 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -560,8 +560,8 @@ <h3 id="if-teaching-from-the-website-make-sure-the-font-is-big-enough">If teachi
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   "dateCreated": "2020-08-24",
-  "dateModified": "2024-10-22",
-  "datePublished": "2024-10-22"
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diff --git a/instructor/01-introduction.html b/instructor/01-introduction.html
index 27c59f09..fb96a8cf 100644
--- a/instructor/01-introduction.html
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@@ -543,7 +543,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
   "dateModified": "2023-08-31",
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+  "datePublished": "2024-10-29"
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diff --git a/instructor/02-data_management.html b/instructor/02-data_management.html
index 781c5929..8fd09ef3 100644
--- a/instructor/02-data_management.html
+++ b/instructor/02-data_management.html
@@ -920,7 +920,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2020-08-24",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-10-22"
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diff --git a/instructor/03-software.html b/instructor/03-software.html
index 9a7d4cab..5e800fb4 100644
--- a/instructor/03-software.html
+++ b/instructor/03-software.html
@@ -435,7 +435,7 @@ <h3 class="callout-title">Potential problems writing code</h3>
 <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"> Suggestions </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul><li>I don’t remember what this code does</li>
 <li>I don’t remember why I made this choice</li>
@@ -518,7 +518,7 @@ <h2 id="options">Options<a class="anchor" aria-label="anchor" href="#options"></
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   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ul><li>file type - it is good to know what the function is tailored to
 process</li>
@@ -619,7 +619,7 @@ <h3 class="callout-title">Using pseudocode</h3>
 <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" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <pre class="source"><code>sams coconuts = count_fruit_on_island(coconuts, Sam's island)
 sams cherries = count_fruit_on_island(cherries, Sam's island)
@@ -688,7 +688,7 @@ <h3 class="callout-title">Name that function</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p><code>functionName</code></p>
 <ol style="list-style-type: decimal"><li>processFunction - incorrect, too vague</li>
@@ -859,7 +859,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-lab.github.io/good-enough-practices/instructor/03-software.html",
   "dateCreated": "2020-08-24",
   "dateModified": "2023-08-31",
-  "datePublished": "2024-10-22"
+  "datePublished": "2024-10-29"
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diff --git a/instructor/04-collaboration.html b/instructor/04-collaboration.html
index 9f59a086..5f1cc2af 100644
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@@ -414,7 +414,7 @@ <h3 class="callout-title">Collaboration opportunities and challenges</h3>
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