The Agent That Grades Its Own Homework: Why...

I saw someone build a local AI agent that audits their own articles. Every single one failed. Thats not a bug. Thats the point. The pattern nobody talks about: Most agent work focuses on generation - write code, draft posts, answer questions. But the real unlock is the second agent sitting downstream, asking: "Is this any good?" This isnt new. We do it as humans. You write, then you edit. You code, then you review. But we keep treating AI like a single actor when the power is in the ensemble. Wh