Diagram illustrating the AI Integration Framework with three pillars: Unbreakable Quality Gates, AI-Navigable Context, and Frictionless Workflow.

AI Integration Framework - Assessing AI Readiness

AI Integration Framework This framework provides a set of criteria to determine if a software project is prepared for the integration of AI development agents. Its purpose is to ensure that AI-generated code enhances productivity and maintains high quality, rather than creating technical debt. The core principle is a zero-trust mindset: treat every AI contribution as if it came from a talented but brand-new junior developer who requires clear context and strict guardrails....

August 17, 2025