# Maxo

- **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:** [Douglas S](https://cerebralvalley.ai/u/DravenDev)
- **GitHub:** https://github.com/DravenDou/processlens
- **Demo video:** https://www.youtube.com/watch?v=r_QGbv0w0Bg
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1148

ProcessLens turns one correct demonstration video into a repeatable checker for physical work. A trainer, supervisor or trainee records a clean run of any manual procedure packing a box, donning safety gear, assembling parts, a hands-on lesson. ProcessLens tracks every object in the video, structures it into an ordered workflow with one verifiable checkpoint per step, and then checks the next execution against it. Deviations are reported as missing, out-of-order or misplaced steps, each linked to the exact video moment and the tracked bounding boxes as evidence, and sealed into a tamper-evident, hash-chained history. It solves the bottleneck that physical skills are still taught by shadowing an expert and checked by having an expert watch: expert hours per trainee, mistakes found late, and no auditable record. No vision hardware, no ML team, no code: any procedure you can show it, it can verify.

## More from Meta Global AI Developer Hackathon

- [Knight AI+AV](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1145)
- [WorldOS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1146)
- [DuetNest Meta Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1147)
- [Murona](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1149)
- [floppy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1150)
- [Metamong](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1151)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1148. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt