CASE FILE / Model & agent routing
got Jev to review my PRs
got Jev to review my PRs. ~200x cheaper than Claude and it answers in half a second 6 real PRs in the video. $0.00007 each. 1,000 PRs = 7 cents vs ~$14.50 on Opus 5 paste a diff → ONE call to @typesafeai → 14 typed checks come back as probabilities: hardcoded secret, sql injection, touches auth, deletes tests, breaks api, migration, debug leftovers, does the description actually match the diff, blast radius, reviewer effort… code turns that into a verdict: BLOCK / security review / nits / merge. anything a critical check isn't sure about (0.35–0.65) gets escalated to a human or a big model instead of guessed
Original post
got Jev to review my PRs. ~200x cheaper than Claude and it answers in half a second 6 real PRs in the video. $0.00007 each. 1,000 PRs = 7 cents vs ~$14.50 on Opus 5 paste a diff → ONE call to @typesafeai → 14 typed checks come back as probabilities: hardcoded secret, sql injection, touches auth, deletes tests, breaks api, migration, debug leftovers, does the description actually match the diff, blast radius, reviewer effort… code turns that into a verdict: BLOCK / security review / nits / merge. anything a critical check isn't sure about (0.35–0.65) gets escalated to a human or a big model instead of guessed
Chinese translation
让Jev审查了我的公关。比Claude便宜约200倍，半秒内即可回复 视频中的6个真实PR。每人0.00007美元。1，000 PR = 7美分，Opus 5约为14.50美元 paste a diff → ONE call to @typesafeai → 14 typed check come back as probabilities： 硬编码的秘密，SQL注入，接触认证，删除测试，中断API，迁移，调试遗留问题，描述是否与差异实际匹配，爆炸半径，审阅者努力...... 代码将其转化为一个判决：BLOCK / security review / nits / merge。任何关键检查不确定的事情（0.35-0.65）都会升级到人类或大模型，而不是猜测
What this case shows
- Let JEV choose the model or tool first
- Auto-route on high confidence, escalate otherwise
- This is the most common production pattern