Jev beats Gemini 2.5 Flash Lite on classifier eval quality and speed
Malte Ubl ran TypeSafe AI's Jev against an existing classifier eval, where it saturated the eval on quality and was 6x faster than Gemini 2.5 Flash Lite.
Jev Builds Tool to Rank X Creators by Real Impressions
Jev built a tool that ranks AI, indie SaaS, and crypto creators on X by average impressions per post across their last 10 tweets, not vanity metrics.
JEV BUILT A TOOL THAT RANKS EVERY AI, INDIE SAAS AND CRYPTO CREATOR ON X BY WHERE THEY ACTUALLY STAND. Not followers. Not vanity metrics. Average impressions per post across your last 10 tweets, measured against everyone else in your niche. Went from idea to a live ranking
· 53 likesOpen on X
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Fast row classification in DuckDB with Jev
The author released a DuckDB extension that uses TypeSafe AI's Jev to quickly classify rows in CSV/Parquet files or DuckDB tables, taking about 10 seconds for 1k rows—faster than an LLM and more ergonomic than a classifier.
Classifying 1,018 AI Papers with Jev for $0.08
The author summarized each paper with DeepSeek V4 Flash, then sent the title, summary, and 24 candidate topics to Jev for classification, processing 1,018 AI papers at $0.08 total cost and 256ms median end-to-end latency per paper.
