Dev uses small model to triage resumes, cutting tokens so much it's given away free
draginol · x · 2026-09-21
Developer draginol says a new build is coming: a model called Jev intelligently triages resumes instead of a general LLM, and with @typesafeai it saves thousands of tokens — cheap enough to give away free to Clairvoyance subscribers. Jev even worked around an instruction bug that Claude Opus introduced. A nice example of cost optimization via model tiering.
Related event: Jev model pre-screens resumes and tasks to slash token costs(3 posts)→
More from coding & agent
- SemiAnalysis: Persistent agents now eat 45% of our AI spend, and Perplexity's harness beats Claude Tags — dylan522p · 2026-11-12
- Ora's Ranker 3.0 grades whether agents can actually use your site; scores drop 40+ points — yenkel · 2026-11-12
- Gemini API Managed Agents now support self-hosted sandboxes, incl. Vercel — steren · 2026-11-12
- Rayline launches ARC, a per-turn model router claiming 90% cost cuts — testingcatalog · 2026-11-12
- Karpathy's llm-wiki: a pattern for building personal knowledge bases with LLM agents — stochasticchasm · 2026-11-12
- Agent self-improvement with frozen weights: failure traces add just 4pp, blind search gets 60% — burny_tech · 2026-11-12