# SOGA: Smart Orchestration Glasses Agent

- **Event:** [Agentic Orchestration and Collaboration Hackathon](https://cerebralvalley.ai/e/agentic-orchestration-hackathon)
- **When:** Sat, Jan 10 at 9:00 AM – 8:00 PM (PST)
- **Where:** Shack15, San Francisco, CA
- **Placement:** Finalist
- **Team:** [Isaiah Ballah](https://cerebralvalley.ai/u/isaiah), [Nicolo Micheletti](https://cerebralvalley.ai/u/nic-olo), [Aryan Farhang](https://cerebralvalley.ai/u/darkstep13)
- **GitHub:** https://github.com/nic-olo/MongoDBHack-MentraOS
- **Demo video:** https://drive.google.com/drive/folders/18Emqezl9RmdSkwSFzJMQk-BOlAt6gOsH?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/agentic-orchestration-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/agentic-orchestration-hackathon/hackathon/gallery/69

SOGA: Smart Orchestration Glasses Agent

Voice-controlled AI agent orchestration through smart glasses. Spawn specialized agents (Scout, Analyzer, Implementer, Tester) via voice commands - agents execute on desktop while you monitor through glasses.

PROBLEM:
AI agents require laptops/keyboards. Can't access agents when walking, in meetings, or working hands-free.

SOLUTION:
Smart glasses as primary interface. Say "SOGA, debug the auth system" - agents spawn and work autonomously. Check progress by glancing at glasses. Hands-free agent control anywhere.

MONGODB ATLAS:
Bridges mobile glasses ↔ desktop agents with real-time sync (<50ms). Handles conversation persistence, offline resilience, cross-device state. Optimized for battery-constrained wearables.

STACK:
Claude Sonnet 4, desktop daemon, SSE streaming, Mongoose ODM, React dashboard.

Built by smart glasses developers for hands-free AI access.

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Markdown version of https://cerebralvalley.ai/e/agentic-orchestration-hackathon/hackathon/gallery/69. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt