![Jeni J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jeni J.") JJ Jeni J. Software Dev , Ai Agents Builder Information Technology and Services Mid-Market (51-1000 emp.) 7/30/2026 "Powerful Feature Flag Platform with a Learning Curve" 4/5 What do you like best about LaunchDarkly? I love the confidence LaunchDarkly gives me when releasing new features. Feature flags, gradual rollouts, and instant rollbacks let me deploy code independently of releases, reducing risk and making experimentation much easier. The platform offers an excellent developer experience with strong integrations into CI/CD workflows. Its newer AI-focused capabilities help teams manage AI-powered features more confidently in production. I also appreciate how AI Configs allow me to treat prompts, model selection, and AI parameters like feature flags, making it safer to iterate on AI features in production. Additionally, the initial setup of LaunchDarkly was very easy. Review collected by and hosted on G2.com. What do you dislike about LaunchDarkly? LaunchDarkly can feel expensive for smaller teams or startups that only need basic feature flagging. The interface is packed with powerful capabilities, but it takes time to fully understand advanced concepts like experimentation, governance, and AI Configs, so more guided onboarding would help. I'd also like to see deeper built-in analytics and reporting that make it easier to measure the business impact of feature rollouts and AI configuration changes without relying on external tools. Review collected by and hosted on G2.com. What problems is LaunchDarkly solving and how is that benefiting you? I use LaunchDarkly to manage feature flags and perform safe rollouts without redeployment. It enables precise testing and quick disabling of issues, reducing risk. Its excellent developer experience and AI Configs enhance confidence in deploying new features and AI elements securely. Review collected by and hosted on G2.com. Show More Response from Micaela Durkin of LaunchDarkly [Editedit](https://www.g2.com/survey_responses/launchdarkly-review-13188334/official_response/edit) Thank you for taking the time and leaving such a thoughtful review! We love that LaunchDarkly is helping you release safely and iterate on AI-powered features with confidence. For onboarding, the LaunchDarkly Academy resources as well as documentation can help teams ramp faster and get more guidance on rollout and experimentation best practices. [See how LaunchDarkly improved](https://academy.launchdarkly.com/) Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise. G2 Icon Rating Updated (7/31/2026) Current UserValidated ReviewerIncentivizedSource: G2 invite See what 813 reviewers think of LaunchDarkly 4.5 out of 5 ยท Verified reviews from real users [ Read all reviews ](https://www.g2.com/products/launchdarkly/reviews)