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📝 article blog.arkency.com · August 11, 2026

Maintaining an organizational knowledge graph with an LLM and event sourcing

Maintaining an organizational knowledge graph with an LLM and event sourcing Organizations are surprisingly good at forgetting. Decisions are made on calls, insights get buried in Slack threads, and a month later no one remembers why things are the way they are. At Arkency, I had a feeling that some things slip away from us too from time to time. Weekly calls, ad-hoc meetings, our book clubs, Slack discussions, GitHub mentions, e-mail inbox - we could use some support in organizing all those ...

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