diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 49a159cfd..6a78a36c6 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -20,14 +20,13 @@ jobs:
       uses: actions/checkout@v4
 
     - name: Initialize CodeQL
-      uses: github/codeql-action/init@v2
+      uses: github/codeql-action/init@v3
       with:
         # bypass cache: https://github.com/github/codeql-action/issues/1445
-        tools: latest
+        tools: linked
         config-file: .github/codeql/codeql-config.yml
         languages: python
         # we have none
-        setup-python-dependencies: false
 
     - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v2
+      uses: github/codeql-action/analyze@v3