Malek Ould-Oulhadj on X: First @typesafeai use case, live in our Mac app: setup and troubleshooting help
@malekoo@malekoolisted 53m agoreviewed by JevFirst @typesafeai use case, live in our Mac app: setup and troubleshooting help when no model is loaded. Model downloading, load failed, API returning 503, phone won't pair: the user asks, Jev reads the question with the whole built-in manual as state and decides, with probabilities, what it is and which article answers it, or that nothing does. The app then shows the real documentation and live status. Jev decides, the app answers from its own docs. No model loaded, nothing invented. 42/42 on a held-out set: paraphrases, typos, French, German, Spanish, features that don't exist, follow-ups. Median 0.93 s. Great breakthrough by the TypeSafe team. Thank you. ❤️ 5 likes on X
- Author
- @malekoo
- Use case
- Inbox & Support
- Added
- 2026-09-25
- Time
- 0.93 s
All figures come from the author. Check the source before you quote them.
More in Inbox & Support
- GitHub - iamomiid/jev-inbox: Chrome extension that puts unread Gmail first, critical on top, labeled by TypeSafe Jev.▲ 0github.com
- web5kol on X: Jev微信聊天助手已开源，可作为手机端对话副驾，帮助用户分析微信群聊和私聊意图。▲ 0x.com
- Edwin Mesa on X: Explorando qué se puede hacer con Jev y Laya, que (los de moda), me pregunté si ▲ 0x.com
- GitHub - Aimark-dai/jev-chat-windows-deepseek-jev: DeepSeek + TypeSafe JEV 微信回复助手：Windows 正式版、Apple Silicon macOS 预览版；本地 OCR 与人工可控回复▲ 0github.com
- MajdAICode on X: @sanchay_mittal One coding-agent pattern I’m exploring: /ticket-triage asks Jev ▲ 0x.com
- GitHub - duckegg0623-create/jev-wechat-live: 用 TypeSafe Jev 实时解读微信消息的桌面浮层 —— 未完成的实验项目，判定准确率不达标，附完整踩坑记录▲ 0github.com
Jev guides for this use case
- How Jev sorts a build into one of 21 use casesThe 21 criteria Jev classifies against, published in full, plus what the reviewer sees and how ambiguity is handled.
- 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 pricing, and what a real build actually costsPer-decision cost, the free-output explanation, and the input-price discrepancy nobody else flags.
Bid history
No bids yet — the first one takes this project straight to the spotlight.