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OpenViking's Self-Evolving Context Database: How Agent Memory, RAG, and Skills Unify Under One Storage Layer

This story is from 2026-10-16. It is preserved in the archive; the latest stories are on the live feed.

Most agent frameworks bolt memory onto RAG, then bolt skills onto both. OpenViking flips the problem: it treats agent context (memory, knowledge, and skills) as a unified database that evolves its own schema based on agent query patterns. Instead of three separate systems, you get one storage layer…

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  1. 2026-10-16 10:06 · DEV Community — AI
    OpenViking's Self-Evolving Context Database: How Agent Memory, RAG, and Skills Unify Under One Storage Layer

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