Track-1 Alignment: Bug report analyzer with live ticket feeds and report generation for longer horizons
Bug Copilot is a real-time bug report analyzer built using Pathway’s streaming engine.
It continuously monitors bug tickets and dynamically updates severity, priority, and reports as new information arrives.
Software teams receive bug reports continuously, but most traditional bug tracking tools are not truly real-time.
They require manual or repeated re-runs to reprocess data when new bug information arrives and typically assign priority only once. This leads to delayed responses, stale analysis, and critical issues going unnoticed.
Bug Copilot brings real-time intelligence to bug triaging.
- Live monitoring of bug tickets using Pathway
- Event-driven AI agent triggered on every update
- Dynamic severity and priority updates
- Reports evolve automatically over long horizons
The system always reflects the current system state, without batch reprocessing.
- Bug tickets are added or updated in
data/tickets/ - Pathway detects changes in real time
- An AI agent reasons over cumulative bug history
- Updated insights and reports are generated instantly
Live monitoring with Pathway
Automatically generated bug report
- No manual reruns or re-triaging
- Real-time focus on critical bugs
- Clear visibility into recurring risks
- Pathway (real-time streaming engine)
- Python
- SentenceTransformers (MiniLM)
pip install -r requirements.txt
python main.py