
Experiment assignment is dead simple to wire into backend code.
We run dozens of concurrent A/B tests on our search and service pages, and the SDK handles bucketing, holdouts and layers without us building any of that plumbing. The override tool is what I use most day to day. I can force myself into a variant for QA on staging in seconds instead of hunting for the right user id. Gate rollouts by platform, app version or percentage have made ramping new features a lot less scary. Review collected by and hosted on G2.com.
Debugging why a user landed in a specific variant is harder than it should be. When a gate rule, a market exclusion and an experiment layer all interact, the console doesn't give a clear trace of which rule won, so we end up reading SDK logs instead. Overrides are also easy to forget about and there's no nudge when a stale one is still sitting on your account. Would love a per-user "why this assignment" view and an expiry on overrides. Review collected by and hosted on G2.com.