diff --git a/.gitea/workflows/ai-review.yaml b/.gitea/workflows/ai-review.yaml
index 2303f72..2d12939 100644
--- a/.gitea/workflows/ai-review.yaml
+++ b/.gitea/workflows/ai-review.yaml
@@ -10,15 +10,13 @@ jobs:
 
     env:
       AI_REVIEW_CONFIG_FILE_YAML: ./shared-prompts/iac/.ai-review.yaml
-      # VCS configuration
-      VCS__PROVIDER: GITEA
+      # VCS — dynamic per PR
       VCS__PIPELINE__OWNER: ${{ github.repository_owner }}
       VCS__PIPELINE__REPO: ${{ github.event.repository.name }}
       VCS__PIPELINE__PULL_NUMBER: ${{ github.event.pull_request.number }}
       VCS__HTTP_CLIENT__API_URL: https://git.forteapps.net/api/v1
       VCS__HTTP_CLIENT__API_TOKEN: ${{ secrets.AI_REVIEW_TOKEN }}
-      # LLM configuration
-      LLM__PROVIDER: CLAUDE
+      # LLM — only the secret; rest comes from YAML
       LLM__HTTP_CLIENT__API_TOKEN: ${{ secrets.ANTHROPIC_API_KEY }}
 
     steps: