AI RESEARCH
DocSync: Agentic Documentation Maintenance via Critic-Guided Reflexion
arXiv CS.AI
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ArXi:2605.02163v1 Announce Type: cross Software documentation frequently drifts from executable logic as codebases evolve, creating technical debt that degrades maintainability and causes downstream API misuse. While static analysis tools can detect the absence of documentation, they cannot evaluate its semantic consistency. Conversely, standard Large Language Models (LLMs) offer generative flexibility but frequently hallucinate when updating documentation without deep structural awareness of the underlying code.