From finding to fix in seconds

Generate a fix, validate the exploit is gone, and open a merge-ready PR with the evidence attached.

Patch the vulnerable path

Strix uses the finding, code context, and exploit evidence to produce changes your team can review and merge.

Generate fixes that target the vulnerable code path, not generic advice or detached report text.

Use your stack, framework, existing patterns, and affected data flow to keep fixes aligned with the codebase.

Run validation again after the patch to confirm the exploit no longer works and the fix addresses the issue.

Auto-Fix fits the same PR process your developers already use for application changes.

Attach proof that the vulnerability was reproduced before the fix and no longer exploitable afterward.

Open a pull request with the patch, security context, and validation summary ready for developer review.

Keep the finding, fix, ownership, and status connected from discovery through merge.