diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index dc721ecaa..fba2e5c20 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -8,7 +8,8 @@ on:
   pull_request: ~
 
 env:
-  CACHE_VERSION: 6
+  CACHE_VERSION: 1
+  KEY_PREFIX: venv
   DEFAULT_PYTHON: "3.10"
   PRE_COMMIT_CACHE: ~/.cache/pre-commit
 
@@ -25,12 +26,14 @@ jobs:
         uses: actions/setup-python@v4.0.0
         with:
           python-version: ${{ env.DEFAULT_PYTHON }}
+          check-latest: true
       - name: Generate partial Python venv restore key
         id: generate-python-key
         run: >-
-          echo "::set-output name=key::base-venv-${{ env.CACHE_VERSION }}-${{
-            hashFiles('setup.cfg', 'requirements_test.txt', 'requirements_test_min.txt',
-          'requirements_test_brain.txt', 'requirements_test_pre_commit.txt') }}"
+          echo "key=base-venv-${{ env.CACHE_VERSION }}-${{
+            hashFiles('pyproject.toml', 'requirements_test.txt',
+          'requirements_test_min.txt', 'requirements_test_brain.txt',
+          'requirements_test_pre_commit.txt') }}" >> $GITHUB_OUTPUT
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v3.0.4
@@ -39,8 +42,6 @@ jobs:
           key: >-
             ${{ runner.os }}-${{ steps.python.outputs.python-version }}-${{
             steps.generate-python-key.outputs.key }}
-          restore-keys: |
-            ${{ runner.os }}-${{ steps.python.outputs.python-version }}-base-venv-${{ env.CACHE_VERSION }}-
       - name: Create Python virtual environment
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -61,8 +62,6 @@ jobs:
           path: ${{ env.PRE_COMMIT_CACHE }}
           key: >-
             ${{ runner.os }}-${{ steps.generate-pre-commit-key.outputs.key }}
-          restore-keys: |
-            ${{ runner.os }}-pre-commit-${{ env.CACHE_VERSION }}-
       - name: Install pre-commit dependencies
         if: steps.cache-precommit.outputs.cache-hit != 'true'
         run: |
@@ -92,6 +91,7 @@ jobs:
         uses: actions/setup-python@v4.0.0
         with:
           python-version: ${{ matrix.python-version }}
+          check-latest: true
       - name: Install Qt
         if: ${{ matrix.python-version == '3.10' }}
         run: |
@@ -99,9 +99,10 @@ jobs:
       - name: Generate partial Python venv restore key
         id: generate-python-key
         run: >-
-          echo "::set-output name=key::venv-${{ env.CACHE_VERSION }}-${{
-            hashFiles('setup.cfg', 'requirements_test.txt', 'requirements_test_min.txt',
-          'requirements_test_brain.txt') }}"
+          echo "key=${{ env.KEY_PREFIX }}-${{ env.CACHE_VERSION }}-${{
+            hashFiles('pyproject.toml', 'requirements_test.txt',
+          'requirements_test_min.txt', 'requirements_test_brain.txt') }}" >>
+          $GITHUB_OUTPUT
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v3.0.4
@@ -110,8 +111,6 @@ jobs:
           key: >-
             ${{ runner.os }}-${{ steps.python.outputs.python-version }}-${{
             steps.generate-python-key.outputs.key }}
-          restore-keys: |
-            ${{ runner.os }}-${{ steps.python.outputs.python-version }}-venv-${{ env.CACHE_VERSION }}-
       - name: Create Python virtual environment
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -148,6 +147,7 @@ jobs:
         uses: actions/setup-python@v4.0.0
         with:
           python-version: ${{ matrix.python-version }}
+          check-latest: true
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v3.0.4
@@ -196,12 +196,13 @@ jobs:
         uses: actions/setup-python@v4.0.0
         with:
           python-version: ${{ matrix.python-version }}
+          check-latest: true
       - name: Generate partial Python venv restore key
         id: generate-python-key
         run: >-
-          echo "::set-output name=key::venv-${{ env.CACHE_VERSION }}-${{
-            hashFiles('setup.cfg', 'requirements_test_min.txt',
-          'requirements_test_brain.txt') }}"
+          echo "key=${{ env.KEY_PREFIX }}-${{ env.CACHE_VERSION }}-${{
+            hashFiles('pyproject.toml', 'requirements_test_min.txt',
+          'requirements_test_brain.txt') }}" >> $env:GITHUB_OUTPUT
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v3.0.4
@@ -210,8 +211,6 @@ jobs:
           key: >-
             ${{ runner.os }}-${{ steps.python.outputs.python-version }}-${{
             steps.generate-python-key.outputs.key }}
-          restore-keys: |
-            ${{ runner.os }}-${{ steps.python.outputs.python-version }}-venv-${{ env.CACHE_VERSION }}-
       - name: Create Python virtual environment
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -241,11 +240,13 @@ jobs:
         uses: actions/setup-python@v4.0.0
         with:
           python-version: ${{ matrix.python-version }}
+          check-latest: true
       - name: Generate partial Python venv restore key
         id: generate-python-key
         run: >-
-          echo "::set-output name=key::venv-${{ env.CACHE_VERSION }}-${{
-            hashFiles('setup.cfg', 'requirements_test_min.txt') }}"
+          echo "key=${{ env.KEY_PREFIX }}-${{ env.CACHE_VERSION }}-${{
+            hashFiles('pyproject.toml', 'requirements_test_min.txt')
+          }}" >> $GITHUB_OUTPUT
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v3.0.4
@@ -254,8 +255,6 @@ jobs:
           key: >-
             ${{ runner.os }}-${{ matrix.python-version }}-${{
             steps.generate-python-key.outputs.key }}
-          restore-keys: |
-            ${{ runner.os }}-${{ matrix.python-version }}-venv-${{ env.CACHE_VERSION }}-
       - name: Create Python virtual environment
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
diff --git a/.github/workflows/release-tests.yml b/.github/workflows/release-tests.yml
index 7c035d1e5..eb3b5b7b0 100644
--- a/.github/workflows/release-tests.yml
+++ b/.github/workflows/release-tests.yml
@@ -2,9 +2,6 @@ name: Release tests
 
 on: workflow_dispatch
 
-env:
-  DEFAULT_PYTHON: "3.10"
-
 permissions:
   contents: read
 
@@ -16,8 +13,8 @@ jobs:
     timeout-minutes: 5
     steps:
       - name: Check out code from GitHub
-        uses: actions/checkout@v3.0.2
-      - name: Set up Python
+        uses: actions/checkout@v3.1.0
+      - name: Set up Python 3.9
         id: python
         uses: actions/setup-python@v4.0.0
         with:
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d5badf175..4d7e67015 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -26,6 +26,7 @@ jobs:
         uses: actions/setup-python@v4.0.0
         with:
           python-version: ${{ env.DEFAULT_PYTHON }}
+          check-latest: true
       - name: Install requirements
         run: |
           # Remove dist, build, and astroid.egg-info