policystrata is an open-source CLI tool designed for cross-layer policy regression testing in LLM data-agent stacks. It enables developers and QA engineers to automate the validation of policy compliance and system behavior in AI-driven applications, especially those involving text-to-SQL and agent orchestration.
In the Testing & QA space, policystrata takes a focused approach. It focuses on automating regression testing of policies in complex LLM-powered data-agent systems. It is built as an open-source project for AI developers and QA engineers working with LLM agent stacks. policystrata is open source under the MIT license. policystrata is available on the command line.
policystrata first shipped in 2026. Development happens publicly on GitHub with 20 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — policystrata occupies a relatively distinct niche. Key capabilities include policy regression testing, LLM stack integration, and text-to-SQL testing.
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