Dev catalogs 607 Jev use cases, sorting production-ready from demos
Sarthak999gupta · reddit · 2026-09-22
Developer Sarthak Gupta has cataloged 607 use cases for the newly released small model Jev — and realized a raw list of demos isn't useful. He's reorganizing them around what matters to developers:
- Use case, model/tier, input/output
- Cost and latency
- Demo vs production
- Original implementation when available
Notable examples: 500 emails classified for $0.035, 3,282 X posts scored for $0.13, a browser agent flight search in 7s for $0.004, plus ticket routing, fraud detection and moderation. He's most interested in the "boring" workloads — classification, extraction, routing, scoring — since they're far easier to evaluate than flashy agent demos. Everything lives at shipwithjev.com (not affiliated with TypeSafe); he's asking builders what metrics they'd want per implementation.
More from Models
- Grok Bot now auto-detects and blocks prompt injection hidden in web pages — heypearlai · 2026-11-12
- ChatGPT now links to brand homepages far more, reshaping brand-mention tracking — lilyraynyc · 2026-11-12
- YC-backed Monte launches post-training platform to build proprietary models from your agents' real work — ycombinator · 2026-11-12
- Leak Claims OpenAI Will Launch Entire GPT-6.2 Family Tomorrow to Counter Opus 5.5 and Fable 5.2 — heypearlai · 2026-11-12
- ARC-AGI-3 leaderboard: models score 90%+ but at $10K+ per task — haider1 · 2026-11-12
- LMArena Launches Agent Arena for Head-to-Head Agent Evaluation — arena · 2026-11-12