# Dukon

- **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:** [Adilkhan Dzhanteliev](https://cerebralvalley.ai/u/Adilkhan)
- **GitHub:** https://github.com/AdilkhanEEAIR/dukon
- **Demo video:** https://youtu.be/avagyzTkrYQ
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2910

Empty shelves cost retail $1.7 trillion a year, and most of the world's groceries are still sold by corner shops with one owner and one phone. Dukon turns that phone into a shelf-to-order agent.

The owner snaps the shelf. Muse Spark looks first and names what is there; SAM 3.1 finds every pack and every price tag; Muse Spark reads each one: name, count, price. Dukon compares walks over time and turns each empty spot into money lost per day — one empty box of Snickers in a Bishkek supermarket: 567 som (≈ $6.49) a day, almost $200 a month from one box.

Then a Muse Spark agent with tool calling drafts orders per supplier and negotiates with real suppliers in WhatsApp. The model proposes, the code decides: the owner's rules (budget, max stock, minimum discount, banned suppliers) are enforced by code, and a blocked step stays in the log with its reason. Suppliers answer like people ("we can only deliver on Thursday"); Dukon understands the sentence, changes the order, reconfirms, and the owner only approves. The owner can ask by voice in Kyrgyz — Muse Spark 1.2 listens to the audio itself. Seven languages, PDF export, branches on a map, no sign-up.

Live: https://dukon-woad.vercel.app  
Video: https://youtu.be/avagyzTkrYQ 
Code: https://github.com/AdilkhanEEAIR/dukon

## More from Meta Global AI Developer Hackathon

- [Iron & Pine Outdoor Co.](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2907)
- [Damian](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2908)
- [Sarvan](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2909)
- [MonoMind](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2911)
- [OmniGaze](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2912)
- [CLIQ](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2913)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2910. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt