Jev 自动化提速蓝图:70ms 决策、路由前置
只用 choice/score/null 三原语、并行采样、先路由再推理,把 400 美元/天的 Opus 流水线压到 1 美元以内。
Jev just made every LLM look slow: 70ms answers, up to 200x faster and 500x cheaper than Opus 5 I broke the full video down into a 5-step blueprint on how to make your automations run at Jev speed: step 1 → 3 primitives only: choice, score, null - every decision your agent makes fits into one of them step 2 → parallel sampling: no token-by-token generation, the full answer lands in 70-500ms end to end step 3 → route before you reason: Jev picks the model for every task, Opus only wakes up for 5% of calls step 4 → sort at scale: 10,000 emails, leads or tickets triaged in under 2 seconds step 5 → chain the gates: choice → score → null stacked like logic gates into workflows that run 24/7 the result: the pipeline that burned $400/day on Opus 5 now runs for under $1, 200x faster Jev is doing to automation what ChatGPT did to chat in 2022 Bookmark this before you build another bot