x.com
belorix on X: YOUR VERIFIER STILL COSTS LIKE A FULL MODEL
@0xbelorix@0xbelorixlisted 48m agoreviewed by JevYOUR VERIFIER STILL COSTS LIKE A FULL MODEL Claude writes. then Claude reads the whole pile again to say yes or no. every extra loop turn makes that pile bigger. Jev: $0.042 per 1M input tokens. output tokens free. it returns a decision, not another essay. same job. wrong tool if you still use a writer as the gate. read the article below ❤️ 1 likes on X
- Author
- @0xbelorix
- Use case
- Tools & Apps
- Added
- 2026-09-25
- Cost
- $0.042
All figures come from the author. Check the source before you quote them.
More in Tools & Apps
- GitHub - waddle-zoo/signal-weave: Typed decisions for operational signals in BI. Powered by TypeSafeAI Jev▲ 1github.com
- leiro on X: the lead engineer at a research company used Jev + GPT-6 Astra to build a system▲ 0x.com$16 hours
- Akshat on X: I vibe coded more fun apps using @typesafeai AI jev on the backend. My fav one i▲ 0x.com
- rewind on X: built a full production app with opus 5.5 and jev...▲ 0x.com
- Jason Torres on X: I launched a chatbot yesterday and used JEV as a 17-in-1 router, filter, classif▲ 0x.com
- Leaf Yeah! on X: 啊啊啊啊啊🎉🎉！JEV 黑客松已经出来啦！！！▲ 0x.com
Jev guides for this use case
- What people actually build with Jev, by use caseAll 21 use cases with live counts from real submissions, plus what each one is actually for.
- Jev vs LLM: a decision model is not a smaller text modelWhy a decision model and a text model aren't substitutes, where the boundary sits, and the cost math.
- Wiring Jev into Claude Code and Codex via MCPPutting a decision model behind a coding agent: what MCP buys you, what to gate, and what we have not verified.
Bid history
No bids yet — the first one takes this project straight to the spotlight.