The idea
Paolo Rosson describes a pull-request review prototype that evaluates a diff against multiple typed checks. Application logic combines those checks into a review outcome and escalates ambiguous critical findings.
Inside the decision loop
Pull-request diff + review criteria
Evaluate focused risk checks
Route to the appropriate review
What to take from it
Independent questions make it easier to inspect why a change was flagged. Keep the raw findings visible and combine them with existing tests, static analysis and human review.
A model’s confidence is not proof that a change is secure. The six demonstrations described in the post are examples, not a security audit or permission to merge unattended.
Follow the original work
This case is an editorial interpretation of a public community demonstration. It has not been reproduced or benchmarked by this publication.
Original post by @redp314