statgate is an open-source CLI tool that provides statistically calibrated gates for continuous integration workflows, specifically for evaluating large language models (LLMs). It helps ML engineers automate quality checks and ensure reliable model deployments.
statgate is a CI/CD & build automation product. It focuses on automating and standardizing CI gating for LLM evaluation workflows using statistical methods. It is built as an open-source project for ml engineers. statgate is open source under the MIT license. It runs on the command line.
Behind statgate is yashchimata, and the product first shipped in 2026. Development happens publicly on GitHub with 5 commits in the last 90 days. Key capabilities include Statistical CI gates, LLM evaluation, and quality gating.
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