What is an artificial intelligence-ready codebase?
Definition
An artificial intelligence-ready codebase exposes clear structure, deterministic commands, reliable tests and concise project instructions. Feedback from compilers, linters and local services helps an agent detect mistakes without waiting for a human reviewer.
Readiness often requires paying down ambiguity and upgrading old tooling. The same improvements benefit human developers because they make expectations explicit, shorten feedback cycles and reduce knowledge that exists only in individual employees' memory.
