Brief

Siftly is presented as a bookmark-management tool for social media power users who have accumulated thousands of saved tweets. The post emphasizes its technical workflow—a four-step AI processing pipeline—and its privacy posture, claiming the software is open source, fully self-hosted, and designed so bookmarked data never leaves the user’s machine.

title: @RoundtableSpace: Most people have thousands of saved tweets they never find again. Siftly runs a ...
author: RoundtableSpace
contenttype: twitterpost
published: 2026-03-07T15:45:00+00:00
source_url: https://x.com/RoundtableSpace/status/2030308743078986013

word_count: 50

Tweet by @RoundtableSpace

Most people have thousands of saved tweets they never find again. Siftly runs a 4-stage AI pipeline on your bookmarks — entity extraction, vision analysis, semantic tagging, categorization — then turns everything into a searchable knowledge base with a mindmap view. 100% self-hosted. Open source. Data never leaves your machine.

Posted: 2026-03-07T15:45:00.000Z
Engagement: 2836 likes, 281 retweets, 113 replies