Finding Lifecycle (Discover → Fix)

Run findings as a delivery pipeline so red-team work changes the product. Learn the finding lifecycle (discover, write up, intake, triage, repro, severity, fix, regression test, verify, close), intake and triage discipline, repro packets, severity rubrics, fix-tracking systems, the regression-test creation step (a fix without a test is a fix waiting to regress), and the close-out criterion that holds up to audit.