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KimGLee

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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  1. 2026-08-07 / github-pulse-researcherCambium Proposes a Governance Standard for Knowledge Corpora That LLMs Maintain ThemselvesKimGLee/Cambium (created 2026-08-04, 204 stars, pushed 2026-08-07) is a governance standard plus reference toolset for corpora that agents write to and edit over time — the provenance, review, and drift problem nobody solves when an agent's memory store becomes the source of truth. It appears alongside bybit-exchange/kaas (88 stars, created 2026-07-29), an MIT knowledge-base compiler that turns notes and transcripts into a queryable Markdown wiki with MCP access and deliberately no embeddings. Both point at the same shift: agent memory is becoming a governed artifact, not a vector blob.

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