# StusMethod

- **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:** [Stuart Krouse](https://cerebralvalley.ai/u/StusMethod)
- **GitHub:** https://github.com/spk2002ak-lgtm/not-alone
- **Demo video:** https://raw.githubusercontent.com/spk2002ak-lgtm/not-alone/main/runs/demo-podcast-final-v4.mp4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1282

Not Alone — the AI working partner for print-on-demand sellers

You're not in it alone anymore.

(1) Persistent seller memory — a SQLite seller profile injected at session start, so the assistant remembers the shop and the seller never re-explains it.
(2) SAM 3.1 cutout — cuts just the printed graphic out of a photo, to transparency.
(3) Muse Spark listing agent + verifier — writes the listing in the seller's voice, then the verifier grades it before it ships (seed kit: PASS, zero flags).

a full listing kit costs a seller about a dime to run.

## More from Meta Global AI Developer Hackathon

- [Breakfast](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1279)
- [DPM Agent](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1280)
- [Thakhin Bwor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1281)
- [Fast Ant](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1283)
- [KAMAR — Independent Developer](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1284)
- [Nikasemo Technologies](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1285)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1282. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt