Resource suggestion: PolicyStrata for governed Text2SQL testing
Nobody has claimed this yet.
Assessment
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Newbie friendliness
- 68/100
- Issue type
- Documentation
- Clarity
- Mostly clear
- Activity status
- Quiet
- Tech stack
- postgresql
- Domain
- documentation
Research direction
Review the existing Libraries, Practice Projects, and any testing or evaluation sections to determine the best placement for this resource. Add the PolicyStrata link and concise description in the selected section, preserving the repository's listing style and the maintainer disclosure.
Written by the indexing model from the issue text.
Description
Resource
PolicyStrata is an MIT-licensed, deterministic regression-testing framework for cross-layer policy drift in LLM data-agent stacks.
It is aimed at text-to-SQL agents, BI copilots, semantic models, and governed analytics systems. It checks whether policy remains consistent across model-visible tools, semantic validation, SQL compilation, PostgreSQL controls, and result release, then writes a minimized witness identifying the first failed responsibility.
This is not a text-to-SQL accuracy benchmark or an authorization boundary. A possible placement would be Libraries, Practice Projects, or a testing/evaluation subsection if one is planned.
The project is available on PyPI and includes a reproducible paper artifact and a no-API-key demo via uvx policystrata demo.
I maintain PolicyStrata and am disclosing that relationship with this suggestion.
- Dominant language
- No language data
- Stars
- 3.8k
- Forks
- 257
- PR merge metrics
- No merged PRs in 30d
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
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