drop jenkins build console log · parse build steps + plugin output · runs locally
flags withCredentials usage · masked password leaks · groovy secret interpolation · unstable after deploy
heuristic screener · jenkins log format varies by plugin stack — not definitive proof · best-effort pipeline stage parsing