QA Hive

Project description

QA Hive 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 Actian for the core agent loop and Band 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

• GitHub repository
• Project website
• Demo video

Technical architecture

AutoGen agents split browser exploration, failure diagnosis, and fix validation. A reviewer agent blocks completion until the original journey passes twice.

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. Actian handled orchestration while Band made the result easier to inspect and improve.

Additional screenshots or links

• https://microsoft.github.io/autogen/stable/
• https://github.com/microsoft/autogen