Jev case: ctrl-f has never understood a single query.
Built a semantic search that scores every sentence on a page with Jev, finding 12 matches for 'exciting' where ctrl-f found zero.
The original post
ctrl-f has never understood a single query. It matches strings. This one scores meaning: every sentence on the page gets a probability with @typesafeai 's Jev, and walks you through the hits. Searching 'exciting' here: 12 matches. Plain ctrl-f finds zero.
Engagement when collected
Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.
Where this case fits
Filed under general Jev builds. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Browse the full case library for the work it sits next to.
Keep browsing: all 1173 Jev cases · more from @jiayao · builders · what Jev is
Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post