Why AI-Generated Code Needs Architecture Standards (and How We Solved It)

Ask Claude, GPT, or Cursor to generate a REST API. You get a project. Ask again — you get a completely different structure. Different folders, different patterns, different conventions. Do it five times, maintain all five. Good luck. This is the reality of AI-assisted development in 2026: the code works, but there's no consistency . Every generated project is a snowflake. And when your team has to maintain ten snowflakes, the speed advantage of AI disappears fast. <