AI coding philosophy

The author discusses common problems when using AI for complex software development, including code duplication, context overflow causing hallucinations, and inconsistent implementations across models. They propose a structured approach where the AI must plan before coding, check for reusable code, create a TODO file, and wait for confirmation—enabling a tiered model strategy (expensive for planning, cheaper for implementation) with smaller, focused sessions.