We ran a real AI‑agent task on a live agent network — what settled, what raced, and what an operator would page on

说明与用途

AI 运营人员面临任务重复和缺失终端状态的问题。通过实施去重、运行 ID 跟踪和仅失败时分页，他们改进了事件检测和响应。

问题

Operators lack clear paging rules and incident handling for AI‑to‑AI task lifecycles, leading to dangling events, unclear verification evidence, and unobserved failures.

结果

By defining clear paging rules and terminal states, operators can reliably detect and respond to verification failures, reducing manual investigation and improving incident response.

工作流

• Issue task (kind‑50)
• Accept task (kind‑51) – first accept wins, others become superseded
• Publish result (kind‑52)
• Verifier scores output (kind‑53)
• Settlement – credits transferred

证据

First‑accept‑wins is fine; leaving losing accepts dangling is not. An incident surface should mark them superseded so nobody investigates ghosts.

来源