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Bug Triage Crew

A self-improving agent team for running durable operations workflows that improve after each run.

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Project description

Bug Triage Crew coordinates focused agents, scores the quality of each completed run, and uses reviewer feedback to improve the next attempt. The team built the full workflow during the hackathon, using Band for the core agent loop and Replay.io for evaluation, communication, or runtime support. The demo includes a visible activity trace so judges can inspect what each agent did and where human approval was required.

Project links

Technical architecture

Trigger.dev runs durable agent jobs, records outcomes, and schedules an evaluator that promotes better prompts only after they beat the current baseline.

Setup instructions

Clone the public repository, install dependencies, copy .env.example to .env.local, add the documented API keys, and run the development command in the README.

Lessons learned

The team found that clear handoffs and fast evaluation loops mattered more than adding more agents. Band handled orchestration while Replay.io made the result easier to inspect and improve.

Additional screenshots or links

https://trigger.dev/docs
https://github.com/triggerdotdev/trigger.dev

Tools used

Band

Replay.io

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