Quill Finance's payments-api is the hot path — it tokenizes cards, calls Stripe, and writes to the customer vault. The CTO wants a security review before the next release. Traditional code audits run $5–15k and take 2–3 weeks; the developers usually just hope for the best and ship.
AgentAegis runs three industry-standard scanners in parallel: trufflehog for hardcoded secrets, Semgrep for code-level vulnerabilities (SQL injection, XSS, missing auth, weak crypto), and trivy for known CVEs in dependencies. The output is a unified findings list with exact line numbers, redacted secret previews, severity ratings, and the literal upgrade commands to fix dependencies.
$2.00 in tool calls, 8 seconds, and you find out two AWS keys are live in production before lunch.