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The AI MDLC Kernel introduces the Markdown Development Life Cycle (MDLC), a structured, document-driven autonomous pipeline that transforms markdown specifications into production-grade software. It replaces ad-hoc prompting with a governed process where every stage of the build—from research and architecture to implementation, testing, and security—is controlled by `.md` files. This framework ensures traceability, reproducibility, and self-correction, providing a comprehensive audit trail for AI-built software and allowing humans to provide high-level intent while the kernel enforces disciplined execution.