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Sediment

Continuous integration PyPI Python 3.12 License: AGPL-3.0 Follow @sedimentai on X Join Discord

Website | Documentation | Changelog

Sediment is an open-source, self-hosted evidence store for coding agents.

You can't tell which agent output developers kept, which commits it reached, or whether it passed CI. Sediment records model calls, code changes, developer decisions, and check results on your infrastructure, and links them.

Example

Comparing two models on synthetic data, 30 calls each:

$ sediment report model --org acme --compare claude-sonnet-4-5 gpt-5-codex
...
compare: claude-sonnet-4-5 vs gpt-5-codex
metric           prop_a   prop_b     diff       h   ci_low  ci_high       z   p_value        sig    n_a    n_b
ci_pass_rate      87.5%    72.2%   +15.3%  +0.388    -9.3%   +39.8%    1.25    0.2121         no     24     18  small n, less reliable
attribution_rate    80.0%    60.0%   +20.0%  +0.442    -2.6%   +42.6%    1.69    0.0910         no     30     30

Get started

Install the CLI from PyPI with Python 3.12, then start the local server:

pipx install sediment-cli    # or: uv tool install sediment-cli
sediment server

sediment server needs host libraries: libpq and openssl@3 with Homebrew, or git ca-certificates libpq5 libxml2 libzstd1 liblz4-1 zlib1g with apt-get on Debian and Ubuntu. The installer adds them and the CLI for you: curl -fsSL https://sediment.so/install.sh | sh.

Architecture

Agent, gateway, and repository events flow into Facts in PostgreSQL, then into reports, agent context, and training datasets.

Architecture and network boundaries · Captured data and privacy

Development

Contributing · Issues · Security

License

Copyright (C) 2026 PAULSEN'S LLC. Sediment is licensed under AGPL-3.0. Harness shims under shims/ use the MIT license.

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