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What is Iter8?

Iter8 is an AI-powered platform for cloud native release automation, validation, and experimentation. Iter8 makes it easy to unlock business value and guarantee SLOs by identifying the best performing app/ML model version and promoting it safely.

Iter8 is designed for developers, SREs, service operators, data scientists, and ML engineers who wish to maximize release velocity and business value with their apps/ML models while protecting end-user experience.

What is an Iter8 experiment?

Iter8 defines a Kubernetes resource called Experiment that automates A/B, A/B/n, Canary, and Conformance experiments. During an experiment, Iter8 can compare multiple versions, find, and safely promote the winning version based on business metrics and SLOs.

Process automated by an Iter8 experiment

How does Iter8 work?

Iter8 consists of a Go-based Kubernetes controller that orchestrates (reconciles) experiments in conjunction with a Python-based analytics service, and a Go-based task runner.