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LaunchDarkly
Move at AI speed. Stay in control.
About LaunchDarkly
LaunchDarkly is a runtime control platform that enables teams to safely manage code and AI agents in production using feature flags, progressive delivery, automated rollback, and real-time control. It allows organizations to release features gradually, target specific user segments, and instantly toggle functionality without redeploying. The platform also provides tools for A/B testing, experimentation, and observability. For AI agents, LaunchDarkly offers AgentControl to monitor, govern, and optimize agent behavior in real time. It integrates with CI/CD, observability, and data tools, and supports agent-native workflows through MCP, CLI, and IDE integrations. LaunchDarkly is SOC 2 Type II and ISO 27001 certified, with 99.99% enterprise uptime SLA and 50 trillion+ flag evaluations per day. With a free tier and scalable pricing, LaunchDarkly empowers teams to de-risk releases, improve developer productivity, and optimize user experiences at scale.
Challenges It Solves
- De-risking software releases by enabling progressive rollouts and instant rollbacks
- Governing AI agent behavior in production to prevent drift and misuse
- Optimizing AI performance and cost by testing prompts and models in real time
- Improving developer productivity and collaboration between product and engineering teams
Screenshots
Use Cases
Progressive Delivery
Roll out new features gradually to reduce risk and gather feedback.
AI Agent Governance
Monitor and control AI agent behavior in production, including drift detection and automatic mitigation.
A/B Testing
Run experiments to compare variations and improve product performance based on real user data.
Self-Healing Applications
Automatically detect and remediate issues in production without manual intervention.
Pricing
Custom pricing — built for your team
LaunchDarkly pricing is tailored to your organisation's size, integrations, and requirements. AiDOOS generates your proposal instantly — scoped & ready in seconds.
Key Features
Define code behavior and target precisely with real-time control.
Run experiments on code and agents in production to optimize based on real-world results.
Monitor, govern, and steer AI agent behavior without redeploying.
Gradually expose changes to subsets of users and roll back automatically if issues arise.
Automatically remediate failing code or misbehaving agents without human intervention.
Track feature performance, error monitoring, logs, traces, and session replay.
What Reviewers Say
What works well
- Easy to set up and integrate with existing CI/CD and observability tools
- Powerful targeting and segmentation capabilities for feature flags
- Supports both code and AI agent control in a single platform
Common concerns
- Pricing can become expensive at high usage volumes
- Learning curve for advanced features like multivariate flags and experimentation
Reviews
No reviews yet for LaunchDarkly
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Enterprise Readiness
Identity & Access
Data Security
SLA & Availability
Compliance & Portability
Integrations
25+ total appsGitHub
Integrate with GitHub Actions for continuous delivery and release management.
GitLab
Connect with GitLab CI/CD to control feature flag rollouts.
Datadog
Monitor feature flag performance and correlate with observability data.
Slack
Receive notifications and manage flags directly from Slack.
Jira
Link feature flags to Jira issues for traceability.
Segment
Integrate customer data from Segment for targeted feature rollouts.
Claude Code
Use MCP to manage flags and agent behavior directly from Claude Code.
Cursor
Integrate with Cursor IDE via MCP for flag management in editor.
Governance & Compliance
EU AI Act
Classification: None
Data Processing Agreement
None DPA available
Sub-processors
Not disclosed
Right to Erasure
✗ Not supported
Change Notifications
None
NIST AI RMF
Not assessed
AiDOOS Managed Deployment
Deploy LaunchDarkly in 72 hours
AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.
Prerequisites
- LaunchDarkly account and SDK key
- Application codebase with supported language
- CI/CD pipeline integration
Configuration Options
- Environment gating
- Targeting rules
- Progressive rollouts
- Observability integration
How LaunchDarkly Compares
| Product | AI & Analytics | Ease of Use | Enterprise Features | Pricing | Integrations | Mobile Experience | Quick Setup | Customer Support | Rating | Price/mo |
|---|---|---|---|---|---|---|---|---|---|---|
|
L
LaunchDarkly This product
|
Excellent | Excellent | Excellent | Fair | Excellent | Good | Good | Excellent | — | $Custom/user |
|
SP
Split
|
Good | Good | Good | Fair | Good | Fair | Good | Good | ★ None | $None/user |
|
FL
Flagsmith
|
Fair | Good | Fair | Excellent | Good | Good | Excellent | Good | ★ None | $$0/user |
|
CC
ConfigCat
|
Fair | Good | Fair | Excellent | Good | Good | Excellent | Good | ★ None | $$0/user |
A Virtual Delivery Center for LaunchDarkly
Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.
- Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
- Refundable on unused Delivery Units, anytime — no questions asked
- Re-delivery guarantee on acceptance miss
- Pre-flight delivery sizing — you see the plan before you commit
How a Virtual Delivery Center delivers LaunchDarkly
Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →
Outcome-Based
Pay for results, not hours
Milestone-Driven
Clear deliverables at each phase
Expert Network
Access to certified specialists