This is pretty amazing. In multi-agent systems traces become part of the working state of the system itself. If earlier agents produce a structured trace of their reasoning, tool calls, and intermediate results, downstream agents don’t need to rediscover the problem from scratch. A shared reasoning ledger between agents.