# Evolyth

- **Event:** [Built with Opus 4.7: a Claude Code hackathon](https://cerebralvalley.ai/e/built-with-4-7-hackathon)
- **When:** Apr 21 at 12:00 PM – Apr 27 at 2:00 AM (EDT)
- **Where:** Online
- **Team:** [Aliaksei Kaliutau](https://cerebralvalley.ai/u/akaliutau)
- **GitHub:** https://github.com/akaliutau/evolyth
- **Demo video:** https://drive.google.com/file/d/1snxWgdQFZkDT1vJVehFpeSW7J9Kb0L3k/view
- **Gallery:** https://cerebralvalley.ai/e/built-with-4-7-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/built-with-4-7-hackathon/hackathon/gallery/142

Evolyth is an autonomous AI research loop that improves machine-learning models through repeated mutation, execution, evaluation, and review. A Claude-powered coding agent proposes safe architecture changes, the system runs training jobs locally or on Google Cloud Run GPUs, then a reviewer agent analyzes the result and queues the next promising experiments. The project includes a live dashboard showing evolution progress, leaderboard, queue state, AI R&D cost, and total evolution time. It is designed to make model experimentation faster, more observable, and more reliable.

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