# Means of Compute

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Martin Zajic](https://cerebralvalley.ai/u/zajca)
- **GitHub:** https://github.com/pohunekd/means-of-compute
- **Demo video:** https://youtu.be/8dOudqHcA0o
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1895

Liberate existing hardware: seize the means of compute. Agentic coding needs compute, and companies keep buying GPUs and renting cloud sandboxes while the laptops and desktops they already own sit idle most of the day. Means of Compute turns that idle fleet into an autonomous software factory. A Muse Code coordinator on Muse Spark breaks a goal into a dependency graph of work items through an MCP server. A loop places each item on an idle, plugged-in machine, runs a coding session there mainly with Muse Glimmer 30B, has a different Meta model audit the result, and merges only when checks are green and the audit approves that exact commit. Hard budget caps refuse unmeasured spend, and a dashboard shows live work, models and cost. The factory helped build itself: since handover, 52 of the repo's 190 merged pull requests came from its own branches, each audited by a different Meta model. Pre-existing: Pohunek, my MIT coding-agent daemon, used only as an external dependency.

## More from Meta Global AI Developer Hackathon

- [Apex](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1892)
- [arisris](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1893)
- [MvelaAI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1894)
- [Petri Tuononen](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1896)
- [CoreShift](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1897)
- [Evo High-Tech](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1898)

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