1. [Home](https://www.g2.com/) 2. ... 3. [Feature Management Software](https://www.g2.com/categories/feature-management) 4. [LaunchDarkly Discussions](https://www.g2.com/products/launchdarkly/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_71db240911029617562d73e3070a29ac/launchdarkly.png "Product Avatar Image") ![Reward for good LaunchDarkly reviews](https://images.g2crowd.com/uploads/report_medal_translation/image/38891/medal.svg "Reward for good LaunchDarkly reviews") ](/products/launchdarkly/reviews) [ LaunchDarkly ](/products/launchdarkly/reviews) (888)4.5/5 Founded in 2014 and headquartered in Oakland, California, LaunchDarkly serves over thousands of enterprises, including a quarter of the Fortune 500. LaunchDarkly is the runtime control platform for the AI era, trusted by software teams to control AI-generated code and AI agents in production at any scale. The LaunchDarkly platform delivers runtime control through two solutions: CodeControl and AgentControl. CodeControl helps teams ship AI-generated code confidently. With CodeControl, teams can observe production behavior, make changes in real time, and limit exposure based on actual impact. Through a combination of industry-leading feature flags, progressive rollouts, real-time observability, experimentation, and automatic recovery, LaunchDarkly gives organizations the ability to move at AI speed without giving up control. AgentControl helps teams keep AI agents in check in production, blocking bad behavior and steering responses in real time. Teams can configure prompts and models before launch, monitor and observe live performance and behavior, and automatically take action—without redeploying. When agents make curious decisions, or when small prompt or model changes cause big issues, AgentControl detects and corrects them as they happen. With runtime control across code and agents, LaunchDarkly helps enable teams to ship AI-built software with confidence, govern agent behavior in production, optimize AI performance and cost, build self-healing systems, and experiment continuously. The result is faster release velocity, lower production risk, and the ability to continuously adapt software and AI systems without slowing down to stay safer. Show More * * * ### 140 Discussions ### 137 Participants ### 67.0 Nps Score Already have LaunchDarkly? ### All LaunchDarkly Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • about 3 years ago More Options - [ # What is LaunchDarkly used for? ](/discussions/what-is-launchdarkly-used-for) What is LaunchDarkly used for? [ Feature Management Software ](https://www.g2.com/tags/feature-management-software)[ A/B Testing Software ](https://www.g2.com/tags/a-b-testing-software)[ Continuous Delivery Software ](https://www.g2.com/tags/continuous-delivery-software) * * * (true)\<0\>0\>Upvotes (false) * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.&title=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 3 years ago More Options - [ # What is Clientstream LaunchDarkly? ](/discussions/what-is-clientstream-launchdarkly) What is Clientstream LaunchDarkly? [ Feature Management Software ](https://www.g2.com/tags/feature-management-software)[ A/B Testing Software ](https://www.g2.com/tags/a-b-testing-software)[ Continuous Delivery Software ](https://www.g2.com/tags/continuous-delivery-software) * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.&title=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • about 4 years ago More Options - [ # What is feature management? ](/discussions/launchdarkly-what-is-feature-management) What is feature management? [ Feature Management Software ](https://www.g2.com/tags/feature-management-software)[ A/B Testing Software ](https://www.g2.com/tags/a-b-testing-software)[ Continuous Delivery Software ](https://www.g2.com/tags/continuous-delivery-software) * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.&title=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 4 years ago More Options - [ # How do I use LaunchDarkly? ](/discussions/how-do-i-use-launchdarkly) How do I use LaunchDarkly? [ Feature Management Software ](https://www.g2.com/tags/feature-management-software)[ A/B Testing Software ](https://www.g2.com/tags/a-b-testing-software)[ Continuous Delivery Software ](https://www.g2.com/tags/continuous-delivery-software) * * * (true)\<0\>0\>Upvotes (false) * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.&title=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 4 years ago More Options - [ # What is LaunchDarkly? ](/discussions/what-is-launchdarkly) What is LaunchDarkly? [ Feature Management Software ](https://www.g2.com/tags/feature-management-software)[ A/B Testing Software ](https://www.g2.com/tags/a-b-testing-software)[ Continuous Delivery Software ](https://www.g2.com/tags/continuous-delivery-software) * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.&title=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=LaunchDarkly+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=LaunchDarkly+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%0aAsk+LaunchDarkly+questions+and+get+answers+from+expert+users+in+our+LaunchDarkly+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/launchdarkly/discussions/new) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/hd_favicon/e5aaf2adae6668e3a1bcd6c4bac042a5/launchdarkly.svg "Product Avatar Image") ### Have you used LaunchDarkly before? Answer a few questions to help the LaunchDarkly community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flaunchdarkly%2Fdiscuss%3Fsmall_ask%3Dlaunchdarkly) No ## Top Contributors in LaunchDarkly 1 LN Loading... ### [Linh N.](https://www.g2.com/users/9846f84b-1124-4c7f-bee9-6292701f30ea "Linh N.") Software Engineer 1 pt