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@aquifer-labs

Aquifer Labs

Open infrastructure for AI-agent memory and orchestration. Home of Artesian and the Open Cognitive Format (OCF).

Aquifer Labs

Open infrastructure for AI‑agent memory control.

An aquifer is where water is stored under pressure and rises without pumping when a well reaches it — our metaphor for agent context: the right knowledge surfaces automatically, without flooding the prompt.

Projects

  • artesianmemory control for AI agents. A Rust, MCP‑first system that layers a control plane over any retrieval store: bounded committed context, qualify‑gate, pluggable backends (files / sqlite‑vec / Qdrant), hybrid retrieval (~1 k tokens/query), optional master·worker·judge orchestration (wellfield teams), autonomous run‑until‑done loops, and self‑repair across context compaction. Apache‑2.0. 📖 Documentation »
  • ocfOpen Cognitive Format. A portable snapshot of what an agent holds in force right now — bounded committed working state + a qualify log — so any runtime can resume rather than re‑retrieve. Composes with PAM / AMP / files; artesian is the reference implementation. CC‑BY‑4.0 / Apache‑2.0.
  • artesian-zed — Zed extension that registers Artesian's MCP server as a Zed context server, giving Zed's agent durable, qualify‑gated memory.
  • homebrew-tap — install Artesian with one line.

Install

brew install aquifer-labs/tap/artesian

Then follow the documentation to wire it into your agent.

Principles

memory control · non‑intrusive · MCP‑first · Rust · pluggable backends · open (Apache‑2.0)

Use as little or as much as you want: just retrieval, or the full agent loop with a qualify gate.

Popular repositories Loading

  1. artesian artesian Public

    Artesian — the memory controller for AI agents. Open, local-first, Rust. (Aquifer Labs)

    Rust

  2. .github .github Public

    Aquifer Labs organization profile

  3. ocf ocf Public

    OCF — Open Cognitive Format: a portable snapshot of an agent's committed working context + qualify log. Composes with PAM/AMP; Artesian is the reference implementation.

    Python

  4. artesian-zed artesian-zed Public

    Memory control for AI agents in Zed — the Artesian MCP server as a Zed context server. Reference: aquifer-labs/artesian.

    Rust

  5. homebrew-tap homebrew-tap Public

    Homebrew tap for Aquifer Labs — brew install aquifer-labs/tap/artesian

    Ruby

  6. artesian-langchain artesian-langchain Public

    LangChain + LangGraph memory adapter for Artesian — recall, commit, and session handoff through governed agent memory

    Python

Repositories

Showing 6 of 6 repositories

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