Picture this. Your AI pipeline hums along, copilots suggest pull requests, agents poke at APIs, and maybe an LLM writes a migration script faster than anyone expects. Everything flows beautifully until someone asks, “Can you prove this change followed policy?” Silence. Then the scramble begins—searching logs, screenshots, and chat