Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models

Anastasiia Grishina, Vadim Liventsev, Aki Härmä +1

Program synthesis with Large Language Models (LLMs) suffers from a "near-miss syndrome": the generated code closely resembles a correct solution but fails unit tests due to minor e…