AI RESEARCH
Autonomous Issue Resolver: Towards Zero-Touch Code Maintenance
arXiv CS.AI
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ArXi:2512.08492v3 Announce Type: replace Recent advances in Large Language Models have revolutionized function-level code generation; however, repository-scale Automated Program Repair (APR) remains a significant challenge. Current approaches typically employ a control-centric paradigm, forcing agents to navigate complex directory structures and irrelevant control logic.