PodAI

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.