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git clone https://github.com/r5rana/agentware.git
cd agentware
git checkout 3c25cdd
claude "hi"
git clone https://github.com/r5rana/agentware.git
cd agentware
git checkout 3c25cdd
codex "hi"

This installs agentware, the open-source engine behind memfor. No tagged release yet. These commands pin commit 3c25cdd.

Apache-2.0. No memfor account. Needs macOS or Linux (Windows via WSL), git, Python 3, bash, jq, and Claude Code or Codex.

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Changelog. What shipped, with the commit that shipped it.

agentware has no tagged release yet, so entries point at commits on main. We write these by hand.

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  1. First community pull request merged

    An outside contributor added the coding-interview practice skill (#10).

    Commit 3c25cdd

  2. Single-pass adversarial review

    Changes to agentware's own code and steering get one adversarial audit and a self-verified fix before they land.

    Commit 0c41fc9

  3. Approval-gated skill cache

    Skills run from a vetted, approval-gated cache, so a skill synced from a team repository doesn't run until it's approved.

    Commit c16e247

  4. Signed-tag updater

    The package updater only moves to signed release tags. It's off by default.

    Commit 34bc4b1

  5. Local models through LM Studio (experimental)

    Run the execute phase on a local model while planning stays on your cloud runtime.

    Commit a04d3a9

  6. Opt-in semantic recall and Codex support

    Mode B adds a pinned, on-device embedding model on top of BM25. It's opt-in, and BM25 stays the default. OpenAI Codex joins Claude Code as a supported runtime.

    Commits 938486c 08157eb

  7. Apache-2.0 licence added

    agentware gets its LICENSE and NOTICE files.

    Commit 60016ee

  8. LongMemEval-S scorer and baseline

    Recall@5 0.9140 on 470 answerable questions, recorded from a clean tree. Receipt

    Commit 42d58a0

  9. Repository created

    The first commit holds only a README.

    Commit 19834fb

What our status labels mean.

Available
on main, documented, covered by tests.
Opt-in
available but off by default.
Experimental
available, may change, known limits listed.
Next
built but not yet on main.
Early access · not built
a planned paid product. Waitlist only.
Exploring
an idea with no commitment.

Every entry links to a public commit. Corrections to benchmark numbers are logged here too.

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