ingestion-validation

# Ingestion validation Start with the narrowest existing command that covers the change. ## Engineering-agent assets ```text python -m pip install --requirement .github/scripts/requirements.txt python .github/scripts/validate-agentic-assets.py ``` ## Python Run focused tests first: ```text python -m pytest tests/<affected_test>.py ``` Then run the maintained suite when risk or repository policy requires it: ```text python -m pytest ``` Do not require live Azure credentials for unit tests. Reuse existing fakes, stubs, and golden fixtures. ## Frontend From `frontend/`, use the scripts defined in `package.json`: ```text npm test npm run lint npm run build ``` ## Runtime integration For changes to formats, sources, jobs, embedding, Search payloads, or deployment: 1. Build and run the existing container or use the applicable `scripts/deploy.ps1` or `scripts/deploy.sh` path. 2. Exercise a representative source and document. 3. Verify the terminal job result and expected Azure AI Search documents, fields, ACL metadata, and deletion behavior. 4. Inspect logs and correlated audit events without copying document content, credentials, or private environment names into public artifacts. If a command is unavailable or live validation is unsafe, report the missing dependency and residual risk. Do not substitute an unrelated passing check.