diff --git a/.github/workflows/benchmarks.yml b/.github/workflows/benchmarks.yml
index 8159620..b079f59 100644
--- a/.github/workflows/benchmarks.yml
+++ b/.github/workflows/benchmarks.yml
@@ -24,7 +24,7 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Install uv
         uses: astral-sh/setup-uv@v4
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0aa2c78..03dccbf 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -62,7 +62,7 @@ jobs:
         python-version: ["3.9", "3.14"]
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Install uv
         uses: astral-sh/setup-uv@v4
diff --git a/.github/workflows/e2e.yml b/.github/workflows/e2e.yml
index d9e0e1c..b5048a1 100644
--- a/.github/workflows/e2e.yml
+++ b/.github/workflows/e2e.yml
@@ -4,13 +4,13 @@ on:
   push:
     branches: [main]
     paths:
-      - 'drift/**'
-      - '.github/workflows/e2e.yml'
+      - "drift/**"
+      - ".github/workflows/e2e.yml"
   pull_request:
     branches: [main]
     paths:
-      - 'drift/**'
-      - '.github/workflows/e2e.yml'
+      - "drift/**"
+      - ".github/workflows/e2e.yml"
   workflow_dispatch: {}
 
 jobs:
@@ -31,12 +31,12 @@ jobs:
           E2E_TESTS=$(find drift/instrumentation -type d -name "e2e-tests" \
             | sed 's|drift/instrumentation/||' | sed 's|/e2e-tests||' | sort \
             | jq -R -s -c 'split("\n") | map(select(length > 0))')
-          
+
           # Find all stack-tests directories (multi-instrumentation)
           STACK_TESTS=$(find drift/stack-tests -mindepth 1 -maxdepth 1 -type d 2>/dev/null \
             | xargs -I {} basename {} | sort \
             | jq -R -s -c 'split("\n") | map(select(length > 0))') || echo "[]"
-          
+
           echo "Found e2e-tests: $E2E_TESTS"
           echo "Found stack-tests: $STACK_TESTS"
           echo "e2e_matrix=$E2E_TESTS" >> $GITHUB_OUTPUT
@@ -54,7 +54,7 @@ jobs:
         library: ${{ fromJSON(needs.discover.outputs.e2e_matrix) }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Install uv
         uses: astral-sh/setup-uv@v4
diff --git a/.github/workflows/publish-python-sdk.yml b/.github/workflows/publish-python-sdk.yml
index 6e7d6a0..49ff35b 100644
--- a/.github/workflows/publish-python-sdk.yml
+++ b/.github/workflows/publish-python-sdk.yml
@@ -6,22 +6,22 @@ on:
   workflow_dispatch:
     inputs:
       temp_version:
-        description: 'Optional version override (ex: 0.1.0-test)'
+        description: "Optional version override (ex: 0.1.0-test)"
         required: false
-        default: ''
+        default: ""
 
 jobs:
   publish:
     runs-on: ubuntu-latest
     permissions:
       contents: read
-      id-token: write  # Required for trusted publishing to PyPI
+      id-token: write # Required for trusted publishing to PyPI
     env:
       TEMP_VERSION: ${{ github.event_name == 'workflow_dispatch' && inputs.temp_version || '' }}
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Install uv
         uses: astral-sh/setup-uv@v4
@@ -49,7 +49,7 @@ jobs:
   # This makes the manifest available at: https://use-tusk.github.io/drift-python-sdk/instrumentation-manifest.json
   publish-manifest:
     needs: [publish]
-    if: github.event_name == 'release'  # Only run on actual releases, not workflow_dispatch
+    if: github.event_name == 'release' # Only run on actual releases, not workflow_dispatch
     runs-on: ubuntu-latest
     permissions:
       contents: write