Mission: Set Up A/B Testing Framework

Making product decisions without data is gambling. This mission deploys your AI squad to build an A/B testing infrastructure that turns every product decision into a measured experiment. Forge implements a server-side experiment framework with proper traffic allocation, statistical significance calculation, and result analysis using both frequentist and Bayesian methods. Pixel builds an experiment management UI where your team creates, monitors, and concludes tests, and the squad integrates testing with your analytics platform for comprehensive impact measurement. The deliverables include the testing framework, a results dashboard, and integration with your existing analytics tools. ShipSquad A/B testing differs from off-the-shelf tools because you own the infrastructure with no per-experiment fees, and the platform integrates deeply with your product's specific metrics and events. We calculate required sample sizes upfront so you know exactly how long tests need to run for reliable results. The mission ships in 2-3 weeks with your first experiments ready to launch, giving your team the power to make every decision with data.