Why clean codebases are the secret to cheaper, better AI‑generated code
Clear, consistent codebases give AI models a built‑in shortcut, letting them generate higher‑quality code with fewer tokens. In messy, proprietary stacks the model wastes effort learning patterns, driving up cost and reducing output quality. Rewrites become a strategic chance to align your architecture with AI’s strengths.