Manager Agent Feedback Loop Improves AI Output

Peter Yang posted that many AI outputs improve when one agent acts as manager and critiques another with lines like "Are you sure this is the best you can do?" or "Take a closer look, give me 11/10 output." Nick Dobos replied that the approach matches the idea of test time compute, also called reasoning or thinking mode in current agent workflows.