2 papers
cs.CL2026
Counterexamples as Feedback for Agent Self-Correction
Sidhesh Badrinarayan, Adithya Parthasarathy
Single-turn code-generation metrics understate a central property of deployed agents: whether they can repair a wrong artifact after receiving concrete feedback. This paper present…
cs.SE2026
DocSync: Agentic Documentation Maintenance via Critic-Guided Reflexion
Sidhesh Badrinarayan, Adithya Parthasarathy
Software documentation frequently drifts from executable logic as codebases evolve, creating technical debt that degrades maintainability and causes downstream API misuse. While st…