Automating Safe AI Config Rollouts with Custom Benchmarks and Statsig

Statsig has introduced a system that automates the validation and rollout of AI configurations through its Release Pipelines, Webhooks, and Console API, integrating them into CI/CD workflows. This setup allows teams to define rollout phases and use webhooks to trigger benchmark tests automatically whenever a configuration change is detected, ensuring that only validated configurations proceed to production. The process involves setting up a Release Pipeline, configuring webhooks to monitor changes, and using CI/CD systems to run internal benchmarks that assess various metrics such as prompt quality and latency. Depending on the test results, rollouts can be approved or halted programmatically using Statsig’s Console API. This integration aims to automate quality gates, enforce CI validation, protect production environments, and accelerate deployment while maintaining control and trust, with future plans to enhance automation and tool integration further.