# launchdarkly.com

> AI-optimized mirror of launchdarkly.com containing 50 pages totalling 41,999 words of clean markdown content, structured data, and semantic HTML. Original source: https://launchdarkly.com. Last updated: 2026-08-04T05:07:02.693Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Runtime Control for AI-Era Software | Feature Flags & AI Agent Control | LaunchDarkly](/content/site-root.html): LaunchDarkly helps teams safely manage code and AI agents in production with feature flags, progressive delivery, automated rollback, and runtime control. (526 words)

## Articles & Blog Posts

- [Multiple comparisons correction | LaunchDarkly | Documentation](/content/docs/guides/statistical-methodology/mcc/index.html): This guide explains the methodology LaunchDarkly uses to perform multiple comparisons corrections on frequentist experiment results. (1,799 words)
- [Comparing LaunchDarkly's SDKs and REST API | LaunchDarkly | Documentation](/content/docs/guides/api/comparing-sdk-rest-api/index.html): This guide explains the differences between LaunchDarkly's SDKs and LaunchDarkly's REST API and associated client libraries, and when you should use each. (1,371 words)
- [Akamai SDK reference | LaunchDarkly | Documentation](/content/docs/sdk/edge/akamai/index.html): This topic documents how to get started with the Akamai SDK, and links to reference information on all of the supported features. (1,113 words)
- [Microsoft Teams incoming webhooks | LaunchDarkly | Documentation](/content/docs/integrations/microsoft-teams/webhooks/index.html): This topic explains how to use the LaunchDarkly Microsoft Teams incoming webhooks integration, which sends alerts to your Teams space when LaunchDarkly resources change. (312 words)
- [Assigning roles to members | LaunchDarkly | Documentation](/content/docs/home/account/roles/manage-role-assign/index.html): This topic explains how to assign roles to members in LaunchDarkly. (433 words)
- [Monitoring tools | LaunchDarkly | Documentation](/content/docs/integrations/monitoring/index.html): This category lists integrations from third-party apps related to observability and application performance management (APM). (93 words)
- [Performing optimization runs | LaunchDarkly | Documentation](/content/docs/home/agentcontrol/optimization-runs/index.html): This topic explains how to run an optimization by pulling its configuration from LaunchDarkly. (1,087 words)
- [LLM observability | LaunchDarkly | Documentation](/content/docs/home/observability/llm-observability/index.html): This topic explains how to instrument your application with the LaunchDarkly observability SDK and analyze large language model (LLM) spans. (959 words)
- [Snowflake native Experimentation | LaunchDarkly | Documentation](/content/docs/home/warehouse-native/snowflake/index.html): This category includes documentation about how to connect LaunchDarkly to Snowflake and run LaunchDarkly experiments using metric events from your Snowflake warehouse. (295 words)
- [Creating multi-armed bandits | LaunchDarkly | Documentation](/content/docs/fed-docs/home/multi-armed-bandits/create/index.html): This topic explains how to create multi-armed bandits. (1,270 words)
- [Get audit log subscription by ID | LaunchDarkly | Documentation](/content/docs/fed-docs/api/integration-audit-log-subscriptions/get-subscription-by-id/index.html): Get an audit log subscription by ID. (242 words)
- [Get feature flag | LaunchDarkly | Documentation](/content/docs/fed-docs/api/feature-flags/get-feature-flag/index.html): Get a single feature flag by key. By default, this returns the configurations for all environments. You can filter environments with the env query parameter. (452 words)
- [To Be Continuous: Docker with Windows | LaunchDarkly](/content/blog/to-be-continuous-docker-with-windows/index.html): In this episode of To Be Continuous, Edith and Paul meet up with Taylor Brown, Program Management Lead in the Windows and Devices Group at Microsoft. The discussion of the day: showing the benefits of virtualization and using Docker with Windows. (5,399 words)
- [ | LaunchDarkly](/content/blog/a-perspective-from-first-year-bay-area-scripted-intern.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (803 words)
- [blog/safe-sensible-reduced-risk-deployment-and-launch/index.html](/content/blog/safe-sensible-reduced-risk-deployment-and-launch/index.html) (4,911 words)
- [ | LaunchDarkly](/content/blog/toggle-talk-with-matt-knox-twitter-2009-2014-reddit-2017-now.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (2,545 words)
- [Integrate LaunchDarkly with Cloudflare | LaunchDarkly](/content/blog/integrate-launchdarkly-with-cloudflare/index.html): Today, we’re officially launching a Cloudflare integration, providing you with the ability to evaluate flags at the edge.  (534 words)
- [Feature Flagging for SRE (Site Reliability Engineering) Teams | LaunchDarkly](/content/blog/feature-flagging-for-sre-site-reliability-engineering.html): Take a look at what feature flags are and how they can benefit site reliability engineers, specifically, in their quest to keep an application up and running. (1,662 words)
- [ | LaunchDarkly](/content/blog/top-3-takeaways-from-the-state-of-devops-2019-report.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (1,104 words)
- [ | LaunchDarkly](/content/blog/happy-holidays-from-launchdarkly-shipping-value-as-usual.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (374 words)
- [ | LaunchDarkly](/content/blog/trajectory-escape-velocity/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (885 words)
- [Get delivery configuration by ID | LaunchDarkly | Documentation](/content/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configuration-by-id/index.html): Get delivery configuration by ID. (166 words)
- [Guest Post: Automating Customer Feature Requests and Flags with Hightouch and Reverse ETL | LaunchDarkly](/content/blog/automating-customer-feature-requests-and-flags-with-hightouch-and-reverse-etl.html): This is a guest post from our partner Hightouch, the leading data activation platform that quickly and securely syncs data from the data warehouse directly into over 100 SaaS tools, including LaunchDarkly.  (1,179 words)
- [ | LaunchDarkly](/content/blog/launched-new-feature-flag-filters-to-save-you-time-and-effort.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (433 words)
- [How to Use Feature Flags with Google Maps and Flask | LaunchDarkly](/content/blog/python-flask-google-maps-api-feature-flags/index.html): Build a dynamic Flask app using Google Maps API and LaunchDarkly feature flags to control map marker colors in real time without redeploys. (1,655 words)
- [The Role of the Release Manager in DevOps | LaunchDarkly](/content/blog/the-role-of-the-release-manager-in-devops/index.html): DevOps and continuous delivery changed the game for release management, but there’s still value in the release manager’s position. We explore the changing role of release managers when much of their job has been automated away.  (1,595 words)
- [Detecting User Frustration: Understanding rage clicks and session replay | LaunchDarkly | Documentation](/content/docs/tutorials/detecting-user-frustration-session-replay/index.html): Learn how to automatically detect user frustration with LaunchDarkly's session replay and rage clicks. (2,089 words)
- [Product managers | LaunchDarkly](/content/persona/product-managers/index.html): LaunchDarkly helps product teams release features safely, experiment in production, measure impact, and control software and AI experiences in real time. (469 words)
- [Downtime ends here. | LaunchDarkly](/content/end-of-downtime/index.html): Make every release a Guarded Release, with progressive rollouts, automated monitoring, and auto rollbacks. (322 words)
- [Don’t Harsh Your Vibes: Guarded Releases Live Coding | LaunchDarkly](/content/webinars/dont-harsh-your-vibes-guarded-releases-live-coding/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (164 words)
- [3. Boring users to tears with generic experiences | LaunchDarkly](/content/guides/a-definitive-guide-to-releasing-your-best-software/3-boring-users-to-tears-with-generic-experiences/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (491 words)
- [Integration Terms and Conditions | LaunchDarkly](/content/policies/integrations/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (318 words)
- [1 best practice for leveraging best practices | LaunchDarkly](/content/guides/30-feature-flagging-best-practices-mega-guide/1-best-practice-for-leveraging-best-practices/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (177 words)
- [A new approach to software delivery | LaunchDarkly](/content/guides/progressive-delivery/a-new-approach-to-software-delivery/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (647 words)
- [The top problems with shipping AI apps — and how to solve them | LaunchDarkly](/content/guides/top-problems-shipping-ai-apps/overcoming-hurdles-to-shipping-ai-apps/index.html): How runtime control helps you release faster, without risk (205 words)
- [Customer success stories | LaunchDarkly](/content/guides/3-keys-to-deploy-more-risk-less-and-release-with/customer-success-stories/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (351 words)
- [Multi-armed bandits | LaunchDarkly](/content/changelog/multi-armed-bandits/index.html): Multi-Armed Bandits (MAB) are now available to all Experimentation customers! This adaptive testing method automatically reassigns your audience toward better-performing variations as results emerge, helping your teams learn faster, reduce opportunity costs, and get the best experiences into their customers’ hands sooner. (105 words)
- [Observability now available in self-serve plans | LaunchDarkly](/content/changelog/observability-now-available-in-self-serve-plans/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (126 words)
- [Introducing Flag Delivery v2 (FDv2) for the Python SDK (Early Access) | LaunchDarkly](/content/changelog/introducing-fdv2-for-python-sdk/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (183 words)
- [Onboarding to views | LaunchDarkly | Documentation](/content/docs/guides/account/views-onboarding/index.html): This topic explains how to start using views. (1,040 words)
- [Introducing stratified sampling for LaunchDarkly Experimentation | LaunchDarkly](/content/blog/stratified-sampling/index.html): Support fair, reliable experiment outcomes by eliminating hidden sample bias. (638 words)
- [LaunchDarkly vs. Harness | LaunchDarkly](/content/compare/launchdarkly-vs-harness/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (605 words)

## Listings & Categories

- [Blogs by Henry Barrow | LaunchDarkly](/content/blog/author/hbarrow/index.html): Henry is a full stack engineer focused on delivering first-class  integrations to expand and enhance LaunchDarkly's platform. Prior to  LaunchDarkly, he earned a Ph.D. from the Department of Electrical  Engineering and Computer Sciences at UC Berkeley and went on to work on  CAD software at Oracle. Outside of work, he enjoys exploring the bay  area, traveling to new cities, and hanging out with his cats. (92 words)
- [Blogs by Sarah Lessner | LaunchDarkly](/content/blog/author/slessner/index.html): Sarah is a Front-end Engineer at LaunchDarkly. She previously worked in  the Customer Success department as a Support Engineer. She’s excited to  be a part of the Engineering Team, and work on projects that improve the  experience for our customers. (68 words)
- [Blogs by Steve Zegalia | LaunchDarkly](/content/blog/author/steve-zegalia/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (486 words)
- [Blogs by Tanaka Mutakwa | LaunchDarkly](/content/blog/author/tanaka-mutakwa/index.html): Tanaka Mutakwa is the VP of Engineering at Names & Faces. He is a technology leader who is driven to help software engineers have fulfilling careers. Tanaka has a passion for technology, leadership and building high performing teams. (86 words)
- [Blogs by Bhargav Brahmbhatt | LaunchDarkly](/content/blog/author/bhargav-brahmbhatt/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (90 words)
- [Blogs by Gabriela Vallejo | LaunchDarkly](/content/blog/author/gabriela-vallejo/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (13 words)
- [Blogs by Yali Sofer | LaunchDarkly](/content/blog/author/yali-sofer/index.html): LaunchDarkly provides simple, scalable feature flag, toggle management (feature management) & experimentation for the modern enterprise. Eliminate risk, deliver value. (37 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/robots.txt): Crawler directives