diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 70a3edf77c..3764ec7116 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -48,7 +48,7 @@ jobs:
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
-      uses: github/codeql-action/init@v3
+      uses: github/codeql-action/init@v4.38.2
       with:
         languages: ${{ matrix.language }}
         # If you wish to specify custom queries, you can do so here or in a config file.
@@ -57,4 +57,4 @@ jobs:
         # queries: ./path/to/local/query, your-org/your-repo/queries@main
 
     - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v3
+      uses: github/codeql-action/analyze@v4.38.2
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b209b3b943..065114492b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -29,7 +29,7 @@ repos:
       rev: 7.1.1
       hooks:
           - id: flake8
-            additional_dependencies: [flake8-isort, flake8-bugbear]
+            additional_dependencies: [flake8-isort, isort==6.0.0, flake8-bugbear]
 
 ci:
     autoupdate_schedule: weekly