Jev automation blueprint: 70ms decisions and routing before reasoning
A five-step blueprint uses only choice/score/null primitives, parallel sampling, and routing before reasoning to cut a $400/day Opus pipeline to under $1.
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