Update Qodana config and workflow: refine bootstrap step and specify linter image

- Enhanced bootstrap logic to handle both Maven Wrapper and system Maven, ensuring source generation compatibility.
- Explicitly set `jetbrains/qodana-jvm:2025.2` as the linter image in the workflow to suppress warnings.

.github/workflows/qodana_code_quality.yml

@@ -50,6 +50,8 @@ jobs:
         with:
           # Enable PR-specific reporting only for pull_request events
           pr-mode: ${{ github.event_name == 'pull_request' }}
+          # Explicitly set the linter image to match qodana.yaml and silence warnings
+          image: jetbrains/qodana-jvm:2025.2
         env:
           QODANA_TOKEN: ${{ secrets.QODANA_TOKEN_268690425 }}
           QODANA_ENDPOINT: 'https://qodana.cloud'