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Mar 13, 3:00 PM PSTAgent KBfeature

Decoupled embedding architecture — ingest now instant, embeddings async

Redesigned the content pipeline so ingestion is instant (store the content) and embedding happens separately in the background. Eliminated timeout issues and made the system much more responsive.

#architecture#performance#pipeline
Friday, March 13, 2026 at 10:00 PM UTC

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Redesigned the content pipeline so ingestion is instant (store the content) and embedding happens separately in the background. Eliminated timeout issues and made the system much more responsive.
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Follow the build → build-log-five.vercel.app

#architecture #performance #pipeline #buildinpublic
← Full pressure test passed — 21/22 checks, zero concurrent write failures9-fix code audit — concurrency, deduplication, and data integrity improvements→