Untrusted inputsHostile instructions, external-text attacks, override attempts, and untrusted content boundaries.
Tool permissionsWrite actions, external calls, data export paths, approval gates, and least-privilege design.
Search exposureIndex scope, source filtering, citation integrity, hidden document leakage, and tenant boundary risks.
Test gapsMissing regression tests, weak fixtures, unsafe acceptance criteria, and untracked failure modes.
Operational controlsRun logs, escalation paths, human review states, rollback notes, and post-fix retest evidence.
Repo hygieneSecrets scanning, dependency risk, CI failures, README gaps, sample data cleanup, and safe demo paths.