Red-teaming an LLM app before users do

Users will probe your app in ways your test suite never imagined. Better that you find the failure modes first — on a schedule, mapped to a standard.

A checklist that maps to OWASP

Walk the OWASP Top 10 for LLM Applications: prompt injection, insecure output handling, sensitive-information disclosure, excessive agency. For each, write adversarial cases and run them like tests.

Treat PII leakage and jailbreak resistance as release gates, not afterthoughts. A build that regresses on either does not ship.