Decision type · inbox triage
Inbox and feed triage with Jev
Triage is the natural home for a decision model: the categories are few, the volume is large, and a wrong call costs a click to undo.
01One message, one call
Per-message classification replaces a per-message chat completion. At a few hundred milliseconds each the interaction stops feeling like automation.
02Cost per thousand
Reported costs land in the range where a personal tool can run continuously, which is what makes it possible to apply a model to every item rather than to a filtered subset.
03Failure modes
SKELETON — wave-1 prose pending: irreversible actions should never be taken on a model call; keep the rules local and the effects reversible.
Case evidence
5 of 336 indexed- @nikunj
Multi-criteria scoring across a product catalogue, used as a design reference for large-batch triage.
View on XAuthor-reported
3,000 items in 28s, $0.11
Not verified by us
- @hari65535
Two prompts control a scrolling content feed, decisions on every item.
View on XAuthor-reported
70–500ms per decision, $0.50–$1 per month at 8h/day
Not verified by us
- @nickfthedev
Mail client wired to Jev for sorting plus custom filters.
View on XAuthor-reported
local mail client, custom rules
Not verified by us
- @FabioAngela79
Scores posts already on screen and applies rules locally, so nothing leaves the device.
View on XAuthor-reported
reversible, BYOK, no telemetry
Not verified by us
- @ItsDanielHung
Realtime filter for a social feed targeting engagement bait and promo posts.
View on XAuthor-reported
open source, BYOK
Not verified by us
Metrics are as posted by the author, captured 2026-09-20. We index and link; we do not verify, and we do not republish the post or its media.
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