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cs.SE2026

Structured Feedback Improves Repair in an LLM Agent Loop

Jaideep Ray, Ankit Goyal

The paper presents VeriHarness, a code‑controlled loop that lets external validators give structured feedback (failure location, observed value, admissible alternatives) to LLM age…