12TB of AI coding agent logs - what works, what fails

Three things matter for AI coding effectiveness: the tool, the codebase, the developer. When we look at the nuance of sessions, we can see patterns across all these - what works, what doesn't, what you can control, what you can't. I can't fix everything for you but I'll give you a few useful steps forward.