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Jev-Powered X Feed Triage

Defileo uses Jev as a typed decision layer for a feed reader that evaluates posts while they scroll through X. It assigns each post a keep, reply, skip, or mute verdict.

View on X time203MS EACH
Defileo🔮@defileo𝕏
MY MAC NOW READS MY X FEED FOR ME, 1,318 JUDGMENTS IN ONE SCROLL, 203MS EACH, AND IT TOLD ME 48% OF MY TIMELINE IS NOT WORTH READING. The setup is small (Revealing now, might delete later) ⬇️ > Jev running as the decision layer, typed output only > a feed reader that grabs every post while I scroll > 12 typed questions fired at each post in parallel > is_shill, reads_like_ai, claim_needs_source, worth_reading, mute_author > every answer is a bool, a score or a choice, with confidence > verdict per post: keep, reply, skip, mute The output is not an answer, it is a row {"mute_author": 0.80, "con
Sep 23, 2026X postsView on X
The reader fires 12 typed questions at each post in parallel, including whether it is worth reading or needs a source. Answers are booleans, scores, or choices with confidence.

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