Package · PyPI

bernstein

PyPI · v3.21.0 · Apache-2.0

The open-source governance layer for AI agents. No model in the coordination loop, so replaying a plan reproduces its task graph byte-identically, and run receipts are byte-identical across independent builds. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Runs Claude Code, Codex, Gemini CLI, and 40+ CLI agents; governs any deliverable from code to research to audit evidence packs. Cluster mode, air-gap deploy.

Install

pip install bernstein

Adoption

Adoption
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Popularity
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Dependents
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Maintenance
0.99
DerivedRelease cadence and recency, 0 to 1
Releases per year
314
163 versions over its life

Growth by period

PyPI publishes no adoption figure, so there is no growth to derive. Nothing is estimated in its place.

7 days
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30 days
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90 days
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1 year
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Adoption history

Adoption history

PyPI publishes no adoption count, so there is no history to chart. That is a fact about the registry, not a gap in ours: the package’s releases and maintenance are measured instead.

Facts from the registry

Latest version
v3.21.0
163 versions
First published
MAR 29, 2026
Last release
OCT 5, 2026
19d ago
Licence
Apache-2.0

Repository

In the Crest catalog

sipyourdrink-ltd/bernstein

The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

Stars
1.3K
Forks
177
Language
Python
Last push
22d ago
Last release
34d ago

Linked by the package’s own registry metadata.GitHub (opens in a new tab)

Dependencies latest version · v3.21.0

Runtime 35

  • asn1crypto>=1.5
  • cbor2>=5.6
  • click>=8.3.3
  • cryptography>=50.0.0
  • defusedxml>=0.7.1
  • fastapi>=0.115
  • httpx>=0.27
  • idna>=3.15
  • jsonschema>=4.20
  • keyring>=25.0
  • mcp<2,>=1.28.1
  • openai>=2.36.0
  • opentelemetry-api>=1.41.1
  • opentelemetry-exporter-otlp>=1.41.1
  • opentelemetry-sdk>=1.41.1
  • packaging>=24
  • pillow>=12.3.0
  • pluggy>=1.5
  • prometheus-client>=0.21
  • pydantic-settings>=2.13.1
  • pyfiglet>=1.0
  • python-dotenv>=1.2.2
  • python-frontmatter>=1.1
  • pyyaml>=6.0
  • reportlab<6,>=5
  • rich>=13.0
  • setproctitle>=1.3
  • signxml>=4.0
  • starlette>=1.0.1
  • terminaltexteffects>=0.11
  • textual>=1.0
  • tzdata>=2024.1
  • uvicorn>=0.30
  • watchdog>=4.0
  • websockets>=14.0

Related news

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