# Debug Dynasty

- **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:** [Eesha Irfan](https://cerebralvalley.ai/u/eeshairfan2020)
- **GitHub:** https://github.com/eshairfan2020/Meta-Global-ai-Hackathon.git
- **Demo video:** https://drive.google.com/file/d/1pI6qUM8HrIHnTQEPZr5r9rckkaJn8aei/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/406

Rasta : “Pause. Verify. Proceed.” is a mobile-first, English / Roman Urdu scam-safety prototype for Pakistani WhatsApp users receiving suspicious requests for money or login verification codes.

The problem is decision pressure: a supposed relative using a new number asks for urgent money, or a supposed bank representative requests a login code. Rasta helps users examine the message and choose a calmer next step.

The application implements a local Meta Llama analysis path through Ollama, with structured assessments containing observed facts, quoted warning signals, uncertainty, recommended actions, and a suggested reply. A separately labeled mock mode supports demonstrations with predefined assessments.

Its proposed distinction is the workflow after assessment. Family Verification guides users to contact the person through a previously known, independent channel, records what the user confirms, and provides a printable advisory incident record.

Demonstration messages are synthetic. The prototype is text-only and provides safety guidance not guaranteed fraud detection, payment blocking, or automatic identity verification.Live inference was tested locally using Meta Llama llama3.2:3b through Ollama on a Windows PC. Demonstration inputs are synthetic, while live-mode assessments are generated by the running model. Broader safety accuracy and Roman Urdu quality have not yet been formally evaluated.

## More from Meta Global AI Developer Hackathon

- [Swanix Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/403)
- [fixalong](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/404)
- [Atik Apps](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/405)
- [Zero Protocol](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/407)
- [appanaa](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/408)
- [Integrity](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/409)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/406. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt