Tools that generate artifacts from prompts are becoming powerful, but they also introduce a new problem: validation. If an AI generates UI code, tests, or pipelines exactly as requested, teams still need ways to verify whether the output actually handles edge cases or real-world usage. I suspect verification layers will become an important part of the AI tooling stack.