architect-to-product

A2P (Architect-to-Product) is an AI engineering framework that serves as a middleware component (MCP server) aimed at converting AI-generated code into production-ready software with rigorous verification processes. The tool enforces systems engineering principles through evidence-gated methodologies, ensuring that each development phase—requirements, tests, and deployment—includes substantiated evidence, thereby addressing common gaps in AI coding outputs. Notable features include a transition from v1 to v2, which integrates comprehensive systems engineering concerns, alongside a strict verification layer that transforms AI agents' self-reports into machine-checkable validations.