TraceMind: A Graph-Augmented Autonomous Program Repair Agent

TraceMind, a graph-augmented autonomous program repair agent.

TraceMind, a graph-augmented autonomous program repair agent. It is offered as a reference project: a complete, worked example of how a system like this is designed, built and evaluated, so that a developer can study it, run it and learn from it.

It suits learners who want to practise engineering discipline: requirements, design, implementation, automated testing and measuring software quality.

The main parts are cooperating agents with defined roles and tools, a clear requirements and design document, the working implementation, automated tests with quality metrics, and a report on what the measurements show. The reference build uses LLM APIs, Python, Git, Docker, and pytest, with a clear project structure, setup instructions and sample data so that it can be run and extended.