Stop responding, and automatically fix problems in production.
Failing code and misbehaving agents? Remediate in milliseconds—no human intervention required.
Problems happen faster than teams can react.
- Ship and hope: No control once code or agents are released.
- Customers feel the problem before you notice.
- 2 a.m. page—someone has to investigate.
- Manual fix requires a redeploy.
- Every incident depends on a human in the loop.
- Release code and agents behind guardrails and pre-set thresholds.
- Issues caught at the first sign of degradation.
- Automatic response: Rollback, model swap, or reroute automatically.
- Engineers wake up to a fix, not a fire.
Quickstart Guide
CodeControl
- 01Define the change and guardrails.
Create a feature and tie it to system and business metrics. Define thresholds for errors, latency, or impact.
- 02Release and observe in production.
Roll out gradually and monitor metrics tied directly to the change to detect regressions.
- 03Contain and correct automatically.
Trigger a rollback or disable the feature when thresholds are crossed.
AgentControl
- 01Define behavior and evaluation.
Create a feature and tie it to system and business metrics. Define thresholds for errors, latency, or impact.
- 02Run and evaluate behavior.
Release agents in production. Track traces, decisions, and evaluation scores across runs.
- 03Adapt and reroute behavior.
Switch prompts, models, or routes—or revert to a known-good configuration based on evaluation results.
What this unlocks in production.
Helps prevent incidents before they impact users.
Automatically detect and fix issues in real time.
Identify precisely what changed and why it caused an issue.
Continuously improve system behavior—so issues are less likely to recur.
Before fully adopting LaunchDarkly, our engineers were spending a lot more time babysitting releases, making manual changes, and watching metrics. Now, they can focus on building the product rather than constantly monitoring it.
Adam Kadzban
Principal Engineer
Automated risk controls to deliver safer software releases
