# PodAI

- **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:** [Harin Santosh Dabbiru](https://cerebralvalley.ai/u/HarinDabbiru)
- **GitHub:** https://github.com/Harin0231/podAI
- **Demo video:** https://youtu.be/h6FIfgOLPsE
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2692

PodAI is a contract-first autonomous agile software delivery squad that translates high-level Epic descriptions and acceptance criteria into verified, production-ready codebases.

Problem:
Current AI coding tools and terminal subagents write code in silos without shared contracts, leading to cross-file interface drift, broken cross-module imports, and unverified tests.

How PodAI Uses Meta Models & Modal Infrastructure:
• Scrum Master / Lead Architect (Meta Muse Wonder): Ingests the Epic specification and acceptance criteria, derives an immutable interface specification in contracts.py, schedules a dependency DAG using Kahn's algorithm, and generates explicit pytest assertions before code synthesis begins.
• Human-in-the-Loop Governance: An interactive Plan Review gate allows tech leads to refine architecture, request modifications (e.g., adding tier-based routing), and approve execution plans.
• Worker Agents (Meta Muse Spark): Implement modular components and test suites in parallel dependency waves.
• Sandboxed Verification & Self-Repair (Modal Micro-VMs): Tests run inside isolated cloud containers. Any failure triggers an automated self-repair loop that analyzes tracebacks to fix bugs without violating shared contracts.
• Verified Deliverables: Shipped epics produce clean repositories with locked contracts, app code, test suites, and audit logs.

## More from Meta Global AI Developer Hackathon

- [Proof-Carrying-Code](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2689)
- [Glimmer System One](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2690)
- [zaxyar](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2691)
- [PRLens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2693)
- [Zenico Technologies](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2694)
- [Code Ranger](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2695)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2692. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt