pi-native 与 runner NDJSON 把推理和工具调用投影为 detail,任务流始终落库;非 200 的流式尝试回落到一次性 /v1/run,避免改变既有错误分类。
Persist each message as it happens and keep going after a tool failure, including steering and follow-up messages between turns.