Developer creating autonomous API testing agent
“Working prototype that summarizes bug reports, classifies priority (High/Medium/Low), routes to teams (Frontend/Backend/Database/Security), and provides confidence scores; built during Intel Unnati hackathon/learning opportunity”
solo-developer
Why they built it
Manual bug triaging in software projects is time-consuming and inconsistent, requiring developers to spend significant time understanding issue history, setting priorities, and routing bugs.
What worked
Modular architecture ready for LLM integration; structured for scalability and explainability
What broke or was painful
Built under time constraints of hackathon
The result
Working prototype that summarizes bug reports, classifies priority (High/Medium/Low), routes to teams (Frontend/Backend/Database/Security), and provides confidence scores; built during Intel Unnati hackathon/learning opportunity