arxivcs.SEcs.AI2026-07-13
Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework
Aditya Aggarwal, Nahid Farhady Ghalaty
LLM-based coding agents repeat the same classes of mistakes across sessions because they lack a mechanism to retain corrections from human review feedback. We present a closed-loop framework in which every accepted review comment is codified as a persistent behavioral rule, progr…