把 agent 的千次小决策迁到 Jev 的 7 天省钱流程
一位构建者记录 agent 一个月约 1100 次调用中近千次是小判断,给出用 Claude 搭建、Dots 托管、Jev 承接小决策并设 0.95 阈值的七天步骤。
It is becoming f*cking dangerous: I don't understand why everyone still pays frontier prices for every single yes/no inside their agent One builder logged his agent for a month. About 1,100 calls, and around 1,000 of them were tiny decisions: which step next, is this source useful, is the draft ready. Only 100 were real writing The three guides behind this stack pulled over 3.5 million views together, and none of them shows the whole thing. Claude builds the system, Dots runs it while your laptop is closed, Jev makes the small decisions in between It works like compound interest: every decision you move to the cheap layer widens your margin on everything you ship Here is the exact 7-day breakdown: 1. Write a CLAUDE.md with the reversibility rule: the agent may read, research, analyze and draft on its own, anything that sends, spends, publishes or overwrites waits for your yes 2. Hire one Dot that passes the Five-Test Rule: its own goal, its own sources, a distinct style, an approval boundary and a cadence 3. Log in once, by hand, with 2FA, then click Return Control to Dot. The session stays alive with your laptop closed 4. Put it on a clock: one report at 08:30 5. Tag a week of your agent's calls and count decisions against writing 6. Move ONE repeated decision to a cheap layer with a 0.95 threshold, and escalate everything below it 7. Check Pause, Activity and Scheduled before you leave it running overnight One small step a day, and you never leave an agent running blind again Turn Claude into your builder, Dots into your night shift and Jev into your cheap decision layer, with a human gate on everything irreversible Find the full 24/7 stack in the article below Bookmark this post for later
这条是引用着另一条写的:x.com/bober_smart/status/2078784709253841039