cyberJiina

cyberJiina scans a codebase (its own, or any repo you point it at) with gitleaks, Bandit, Semgrep, pip-audit, npm-audit and Trivy, and reports exactly what each tool found. Asked to fix something, she writes and applies the real patch herself inside an isolated sandbox, then re-scans until every finding she was asked to fix is confirmed gone — never a canned, pre-written patch. She can go further and actively attack a target with a real OWASP ZAP spider, passive and active scan — genuine payloads sent, genuine responses read back — and plainly reports whether she actually got in, then closes what let her in and re-attacks to prove it stayed closed. For a cloned project, she can even start its own server inside the sandbox and pentest that live instance directly, instead of needing an address already running somewhere else. Every scan and fix is visible live in a terminal pane while she works, and she hands over a downloadable report, plus a zip of the fixed code, on request.

Without it, fixing a real finding means a human reading a scanner report, writing the patch by hand, and re-running the scan to check — cyberJiina does the whole loop herself and shows her work the entire way.