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Public story · 2026-03-07 · source-backed
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27,552 stars. Memories, resources and skills stored as a virtual filesystem under a viking:// protocol that agents navigate with ls, tree and find instead of querying an opaque vector store, preserving each query's directory-browsing trajectory for debugging. Three tiers loade...
Volcengine's OpenViking (25,259 stars) unifies memory, resources, and skills behind a filesystem paradigm, enabling hierarchical context delivery and self-evolution for agents. Source: GitHub It's climbed sharply this year and it's a major-vendor bet on "context as infrastruct...
ByteDance open-sources a context database that abandons vector storage for a "file system paradigm" — tiered context loading (L0/L1/L2), directory recursive retrieval combining filesystem positioning with semantic search. The "context-database" product category is crystallizin...
github.com/volcengine/OpenViking — Replaces flat vector storage with hierarchical filesystem paradigm. Three-tier loading reduces token consumption. Auto-extracts long-term memory from sessions. A concrete alternative to "everything is a vector."
: [33] OpenViking [34] PageAgent [35] Impeccable [36] MimiClaw [37] Electrobun
affaan-m/ECC (36.3k forks, MIT) bundles 67 agents, 284 skills, 94 legacy command shims, and "instincts", patterns learned from prior sessions with confidence scores that auto-recall when relevant, plus a .ecc/memory/ markdown vault that's explicitly cross-harness, so context s...
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