Opus 5.5 + Jev 做带状态与恢复机制的产品级 agent
Jev 负责路由，Opus 沿权限、服务逻辑、存储到验证追踪真实流程，并演示稳定 ID、显式状态与失败恢复如何让 agent 可验证地完成任务。
opus 5.5 + jev is f**king ridiculous. what stood out to me is how quickly the workflow stops feeling like “an agent calling tools” and starts behaving more like an actual product surface with rules, receipts, and recovery built in. [the part that changes everything ↓] 1. jev handles the routing, then opus traces the real workflow through permissions, service logic, storage, and final verification before it touches the implementation. 2. every action leaves something the agent can actually inspect: stable IDs, explicit states, saved records, job status, revision data. no fake “success” while the task is still somewhere in the queue. 3. failure handling gets treated like product design instead of an edge case. missing context → clarify. invalid input → correct. interrupted write → resume the original result instead of blindly retrying and creating duplicates. 4. posthog + whop + viktor close the loop after launch. failed runs become evidence, claude code gets the trace, opus fixes the interface, and the exact same case can be run again without coaching the agent. that’s the part i like: same task, but the agent has way less room to guess and way more ways to prove it actually finished.
这条是引用着另一条写的：x.com/av1dlive/status/2104532963392426134