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Cleanup & release planRoadmapLocal AI memory: when instantKV fitsFeaturesChangelog

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Proposals

Distributed memory proposal

Build with us / single-node · source MVP

Engineering references

Practices adopted from database, low-level and KDE projects.

These projects informed repository structure and storage verification. The table links to their code and documentation. instantKV code and artwork are original.

ReferenceWhat instantKV adopts
ValkeyStart the README with something runnable; keep configuration, tests and benchmark commands discoverable
TigerBeetle and safety designWrite explicit invariants; verify failed writes preserve state; state durability boundaries and outstanding fault tests
redbReuse an embedded transactional engine; preserve immediate durability; document its one-writer constraint
KDE KCoreAddonsKeep source, tests, examples, licensing and CI easy to locate; treat documentation as part of the project
KDE Extra CMake ModulesProvide repeatable build checks and clear contributor entry points; use Cargo for this Rust repository
MCP Rust SDKUse the maintained protocol implementation and typed tool schemas

Project checks include locked dependencies, formatting, Clippy, invariant tests and HTTP/MCP tests. They also include restart demos, container checks, offline restore tests and raw benchmark reports. Deeper fault tests and real-model evaluation remain on the roadmap.

Visual direction

The original Monolith artwork uses a chrome split-K, graphite surfaces and Space Grotesk. It replaced an earlier desktop theme. The current website uses a black split-K, white surfaces and locally served Geist. Architecture diagrams retain their original artwork and status labels. Editable sources and licenses.