Software Engineering · Advanced

Agentic AI Framework for Automated Software Bug Triage, Prioritization and Resolution Assistance

An agentic AI framework for automated software bug triage, prioritisation and resolution assistance.

LLM APIsPythonGitDockerpytest

An agentic AI framework for automated software bug triage, prioritisation and resolution assistance. 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.