# Thought to Reality

- **Event:** [AIE Code Summit 2026 Hackathon](https://cerebralvalley.ai/e/aie-code-2026-hackathon)
- **When:** Sat, Nov 7 at 9:00 AM – 10:00 PM (PST)
- **Where:** San Francisco, CA
- **Team:** [Dylan Ler](https://cerebralvalley.ai/u/dylan)
- **GitHub:** https://github.com/dylanler/aie-hackathon/
- **Demo video:** https://youtu.be/92OTflubH_0
- **Gallery:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/9

Thought to Reality turns a natural-language request into a mechanical part or a full product. A designer model writes parametric CAD; an independent critic and a MuJoCo physics verifier that never reads the designer's notes check fit and load; failed checks go back for a repair round. Across parts, skill versions are adopted only if they beat a held-out set. Moving products such as a mini robot dog also get trained RL policies. Built with Gemini, Meta Muse, Fetch.ai, Subquadratic, and MongoDB at the AIE Code Summit Hackathon.

## More from AIE Code Summit 2026 Hackathon

- [JCZ](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/6)
- [Adversary](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/7)
- [Cross Exam](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/8)
- [Capy Kondo](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/10)
- [partial](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/11)
- [Merge Guard](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/12)

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Markdown version of https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/9. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt