Build an interactive feature-flag experiment lab where developers can define feature variants, user cohorts, rollout percentages, eligibility rules, success metrics, and rollback conditions. Simulate gradual releases, uneven cohort sizes, exposure problems, conflicting flags, and unexpected user behavior. Visualize which users receive each variant and how the rollout evolves over time. Generate implementation examples, experiment tracking requirements, and automated safety checks. Clearly label simulated outcomes and never present synthetic experiment results as statistically proven real-world findings.
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