Shipping AI-powered features is the new normal. It’s no longer a question of whether you ship AI-powered features, but how you do it safely, consistently, and with control.
With LaunchDarkly AI Configs, teams can better manage prompts and models, maintain observability and live guardrails, run experiments, and execute targeted, progressive rollouts.
And today, we are excited to roll out three powerful updates:
- Agent-based workflows
- Trends Explorer for AI insights
- Built-in approval requests for AI Configs
Together, these features give teams even greater control and visibility when shipping AI-powered products. Our goal is to help teams go beyond basic prompt management and build intelligent agents, analyze AI behavior over time, and ship safer updates with collaborative approvals.
Build and manage agent-based AI workflows
Now, with AI Configs, teams can define agent behaviors, attach reusable tools from a shared library, and use new SDK methods to spin up intelligent, multi-step agents, while still benefiting from the safe rollout and approval flows you expect from LaunchDarkly.
- Simple agent management: Build, visualize, and edit your agents. Enable them to take real steps, call APIs, trigger internal tools, and automate decisions, instead of just generating static responses.
- Create reusable tools: Define tools, structured as JSON SCHEMA, and store them in a centralized tool library. Add tools to AI Configs with just a few clicks—or create new ones inline.
- Streamlined SDK methods: Benefit from minimal setup as LaunchDarkly SDKs handle tool invocation, function calling, and agent memory management, so you can focus on building powerful AI features.
Take a look at agent-based workflows in LaunchDarkly:
Analyze and visualize AI usage across your organization
As your team ships more AI products, it becomes harder to measure the real impact of model behavior, performance, and cost across environments and teams. With the new Trends Explorer, you can visualize trends across your AI Configs. Quickly visualize which models cost the most, have the greatest latency, or are performing the best (or worst).
- Visualize data insights: Spot trends with easy-to-read line and bar charts. Track metrics like time to first token and generation time.
- Filter and compare: Slice data by environment to separate staging from production traffic. Easily compare different agents, chatbots, or completions.
- Stay ahead of costs: Catch and control cost spikes before they become big surprises.
Take a look at AI Configs trends explorer in LaunchDarkly.
Review before changes to AI behavior go live
Not only do teams want insights as they ship more AI products, but it’s also critical to ensure all changes are safe and controlled. Whether you're tweaking prompt variations or updating targeting rules, you can require approvals before any updates are applied and live. Once changes are approved, they can be rolled out with confidence.
- Help ensure changes are safe: Prevent unintended AI behavior changes with built-in approvals.
- Streamline team collaboration: Review, comment, approve, or decline changes directly within LaunchDarkly.
- Receive real-time notifications: Stay up to date when someone requests your approval, your change is approved or declined, or there’s a comment left on your request.
Take a look at approval requests for AI Configs in LaunchDarkly:
Get started with AI Configs
Build with speed, without sacrificing control. Use LaunchDarkly AI Configs to build agents, access key AI trends and usage, and approve changes before they go live.
Want to get to work now? Start your free trial. If you have questions, contact us at aiproduct@launchdarkly.com.
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