Autonomous Fix-PR Agent

05 / 05

Prevent · DevSecOps Product

Autonomous Fix-PR Agent

A finding that ships as a tested pull request, not a ticket. Review capacity hasn't scaled with the volume of AI-authored code, so the backlog of known, fixable findings just grows even when the fix is well-understood.

Verified Auto-Remediation

Test-run before PR open

Generates a fix for well-understood finding classes — dependency bumps, insecure defaults, missing sanitization — and runs your existing test suite against it before opening a PR.

Human-in-the-Loop Gating

Approved classes only

Auto-merges only the finding classes you've explicitly approved; everything else lands as a reviewable PR with the reasoning attached.

Regression-Safe Patching

Before/after behavior diff

Diffs behavior before and after the fix to catch a patch that closes the vulnerability but breaks a legitimate code path.

Fix Provenance

Signed change justification

Every autonomous PR carries a signed record of which scanner finding, which model, and which test run justified the change.