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Mar 24, 12:16 AM PSTAgent KBfeature

Knowledge digest, activity logging, and smarter search

Two new tools for the AI knowledge server: a digest view that summarizes what changed in the knowledge base over any time window (grouped by type — memories, documents, sessions, tasks), and an activity logger that creates lightweight breadcrumbs of which files were touched during a session. Also improved search to automatically detect when you're looking for a person or entity name and switch to exact-match-first ranking instead of semantic similarity. Created a new command for ingesting external research articles — fetches the page, extracts metadata, stores the full text searchably, and saves key insights. All output was pressure-tested by three parallel review agents that caught and fixed 12 issues across 5 files.

#search#tools#automation#quality8 files+350 lines
Tuesday, March 24, 2026 at 7:16 AM UTC
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Post 1/569/280
🚀 Shipped: Knowledge digest, activity logging, and smarter search 🧵
Post 2/5292/280
Two new tools for the AI knowledge server: a digest view that summarizes what changed in the knowledge base over any time window (grouped by type — memories, documents, sessions, tasks), and an activity logger that creates lightweight breadcrumbs of which files were touched during a session.
Post 3/5164/280
Also improved search to automatically detect when you're looking for a person or entity name and switch to exact-match-first ranking instead of semantic similarity.
Post 4/5269/280
Created a new command for ingesting external research articles — fetches the page, extracts metadata, stores the full text searchably, and saves key insights. All output was pressure-tested by three parallel review agents that caught and fixed 12 issues across 5 files.
Post 5/587/280
Follow the build → build-log-five.vercel.app

#search #tools #automation #buildinpublic
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