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by BernhardJackiewicz • Uncategorized
An AI engineering framework MCP server that transforms AI-generated code into production-ready software with enforced test, security, and deployment discipline.
Enforce test-driven development and security discipline in AI-generated code.
Automate deployment with backup and secret management strategies.
Architecture-driven planning and structured build lifecycle management.
Architect-to-Product (A2P) is an AI engineering framework delivered as an MCP server that adds engineering discipline to AI-assisted software development. It enforces an evidence-gated lifecycle including architecture-driven planning, test-driven development, security reviews, backup strategies, and automated deployment generation. The framework integrates multiple security layers and human oversight to ensure production readiness and reliability. It supports various AI coding assistants and provides structured build history and secret management.