Preliminary research

Your AI agent fixed the bug, but what else did it change?

Anish Naik and Marcelo Morales · Trail of Bits · 21 October 2026

AI-collected research leads through 3 November 2026, including a November–October–September missed-article review and a targeted multilingual search alongside earlier community-source sweeps. Unranked, incomplete, not community-vetted, and subject to change.

Presents repair and regression plugins with structured evidence handoffs, independent live replay, explicit regression exclusions and original/patched/reverted proofs. A preliminary comparison reports fewer false-positive findings while leaving some known regressions borderline.

Record

Researcher

Anish Naik and Marcelo Morales

Published by

Trail of Bits

Date

21 October 2026

In the archive

• Collected in the 2026 preliminary research sweep

Related sources

• Repair workflow
• Regression workflow

Tags

• code-review
• ai-agent
• supply-chain
• vulnerability-research
• owasp-a06-2021

This page is the archive's own catalogue record. The research is the work of Anish Naik and Marcelo Morales, first published at the original source. Preserved copies are kept so the citation survives its host.