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SantanderAI/mech-gov-framework

Mechanical Governance for LLM Decisions — model-agnostic governance regimes (R1/R2/R3), hard gates, entropy commit-reveal and governance metrics for high-stakes LLM decision systems.

Really freeCommercial OK · Apache-2.0Runs on MacPython
Stars
80
Forks
35
Open issues
1
Last push
25d ago

mech-gov-framework star history

+1 this week

80 ★
21 Oct25 Oct
mech-gov-framework went from 79 to 80 GitHub stars over the last 4 days (+1, about 0 a day).

About mech-gov-framework

mech-gov-framework is a free, open-source AI developer tool by SantanderAI, written mainly in Python. Mechanical Governance for LLM Decisions — model-agnostic governance regimes (R1/R2/R3), hard gates, entropy commit-reveal and governance metrics for high-stakes LLM decision systems. It has 80 GitHub stars and 35 forks, and was last updated 25d ago. It's released under the Apache-2.0 license, a standard open-source license. According to the project, it works on macOS.

License
Apache-2.0
Commercial use
Commercial OK
Language
Python
Stars
80
Last update
25d ago
Runs on Mac
Yes (as stated by the project)
GPU
Not stated
Paid API key
Not required
Self-hostable
Yes

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mech-gov-framework FAQ

Can I use mech-gov-framework commercially?

Yes. Apache-2.0 is a permissive license: commercial use is allowed as long as you keep the license notice. This is a plain-English summary, not legal advice.

Is mech-gov-framework free?

Yes. mech-gov-framework is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.

Does mech-gov-framework run on a Mac?

Yes. According to the project, mech-gov-framework works on macOS.

Does mech-gov-framework need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is mech-gov-framework still maintained?

Yes. It was last updated 25d ago and has 1 open issues on GitHub.

What are alternatives to mech-gov-framework?

Similar free, open-source tools include langchain, promptfoo, opik, giskard-oss.

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