docs / ranking

How the index works.

Jev Radar lists X posts that show a real Jev build, demo, or project link. There is no submit form. Titles and copy come from the post. Jev only classifies, de-duplicates, and ranks.

01 · CRAWL

Hourly, since last post

One cron an hour hits X recent search with tight build queries and since_id. Replies are excluded. Media uses expansions=attachments.media_keys plus photo URLs and video variants.

02 · GATE

Ask Jev once

Jev answers whether it is a real build and whether it is already listed. If a discovery already has a Jev payload, the next sync skips classification.

03 · RANK

Typed scores, then stats

Jev scores relevance and originality. A daily lookup refreshes likes, reposts, replies, and impressions for the top posts. Those stats re-weight rank without another Jev call.

04 · INDEX

Cached listings

The homepage is cached for 15 minutes. What’s new is recency. Listings keeps posts with media. Ranked uses the Jev score plus public traction.

Jev does not write the copy.

The listing is the original post text, media, and stats, with a link out to X.