diff --git a/.github/workflows/pylake_docs_test.yml b/.github/workflows/pylake_docs_test.yml
index efa8f3626..6031e6f68 100644
--- a/.github/workflows/pylake_docs_test.yml
+++ b/.github/workflows/pylake_docs_test.yml
@@ -17,7 +17,7 @@ jobs:
           with:
               python-version: '3.10'
               cache: 'pip'
-              cache-dependency-path: setup.py
+              cache-dependency-path: pyproject.toml
         - name: Install dependencies
           run: |
             python -m pip install --upgrade pip
diff --git a/.github/workflows/pylake_release.yml b/.github/workflows/pylake_release.yml
index 0f7119083..dcb1c17dd 100644
--- a/.github/workflows/pylake_release.yml
+++ b/.github/workflows/pylake_release.yml
@@ -21,15 +21,15 @@ jobs:
       with:
         python-version: '3.10'
         cache: 'pip'
-        cache-dependency-path: setup.py
+        cache-dependency-path: pyproject.toml
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install setuptools wheel twine
+        pip install setuptools build wheel twine
     - name: Publish to PyPI
       env:
         TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
         TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
       run: |
-        python setup.py sdist bdist_wheel
-        twine upload dist/*
+        python -m build
+        python -m twine upload dist/* --verbose
diff --git a/.github/workflows/pylake_test.yml b/.github/workflows/pylake_test.yml
index c741347b4..d3ef5cb1d 100644
--- a/.github/workflows/pylake_test.yml
+++ b/.github/workflows/pylake_test.yml
@@ -23,7 +23,7 @@ jobs:
       with:
         python-version: ${{ matrix.python-version }}
         cache: 'pip'
-        cache-dependency-path: setup.py
+        cache-dependency-path: pyproject.toml
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
diff --git a/.github/workflows/pylake_test_no_notebook.yml b/.github/workflows/pylake_test_no_notebook.yml
index 46c1c0ba5..3ebebb35e 100644
--- a/.github/workflows/pylake_test_no_notebook.yml
+++ b/.github/workflows/pylake_test_no_notebook.yml
@@ -17,7 +17,7 @@ jobs:
               with:
                   python-version: '3.10'
                   cache: 'pip'
-                  cache-dependency-path: setup.py
+                  cache-dependency-path: pyproject.toml
             - name: Install dependencies
               run: |
                   python -m pip install --upgrade pip