LaunchDarkly + PagerDuty: Automate Feature Flag Incident Response

Feature flags are your fastest lever for controlling production risk, and PagerDuty is your frontline for incident response. When something breaks after a rollout, every second of manual coordination costs you. Neotask connects LaunchDarkly and PagerDuty so your team can automatically detect, escalate, and recover from feature-flag-related incidents without writing a single line of glue code. Whether you're gradually rolling out a new service, running A/B experiments, or managing kill switches for critical infrastructure, Neotask turns plain-language instructions into reliable automations that span both platforms.

Workflows

1. Auto-Create PagerDuty Incidents on Flag Rollout Errors

When a LaunchDarkly flag evaluation rate spikes with errors or a targeting rule behaves unexpectedly, Neotask automatically opens a PagerDuty incident with full flag context, targeting details, and environment information attached. Your on-call engineer gets paged with everything they need to act immediately.

2. Instant Flag Rollback on PagerDuty Incident Trigger

When a high-severity PagerDuty incident is opened and tagged with a feature flag service, Neotask identifies the most recently changed flags in that service and rolls them back to their last known-good state. Recovery happens in seconds, not minutes of Slack triage.

3. Scheduled Flag Cleanup with On-Call Approval Gates

Stale feature flags accumulate technical debt fast. Neotask schedules regular audits of aged LaunchDarkly flags and routes removal approvals through PagerDuty on-call schedules, ensuring the right engineer signs off before any flag is permanently retired.

4. Gradual Rollout Monitoring with Escalation Policies

As a LaunchDarkly percentage rollout increases, Neotask monitors key health signals and automatically escalates through PagerDuty escalation policies if error rates or latency thresholds breach acceptable limits. The rollout pauses, the team is paged, and no user is left in a broken state.

Describe what you need

Neotask configures the automation

It runs on autopilot

Example Prompts

"Open a PagerDuty incident when any LaunchDarkly flag in the payments service has more than 2% error evaluations for 5 minutes."

"Roll back the last changed flag in the checkout service when a Sev-1 PagerDuty incident is triggered for that service."

"Every Monday, list all LaunchDarkly flags older than 90 days and send an approval request to the current PagerDuty on-call engineer."

"Pause the gradual rollout of the new search feature and page the on-call team if p95 latency exceeds 800ms."

Tips for Best Results

Tag your PagerDuty services with the matching LaunchDarkly project key so Neotask can correlate incidents to flags automatically.

Use LaunchDarkly environments (production, staging, canary) consistently -- Neotask uses environment names to scope rollback actions safely.

Set PagerDuty escalation policies per team, not per individual, so rollout approvals and incident pages reach whoever is actually available.

Enable LaunchDarkly flag change webhooks in your account settings to give Neotask real-time event data instead of polling.

Frequently Asked Questions

Can Neotask roll back a flag without human approval? Yes. You can configure fully automated rollbacks for critical flags, or require on-call acknowledgment before any change is made. The choice is yours per workflow.

Does Neotask need access to both LaunchDarkly and PagerDuty accounts? Yes. You connect both accounts once through Neotask settings, and all automations run through those authenticated connections.

What happens if PagerDuty is unavailable when a flag error is detected? Neotask queues the incident creation and retries automatically. You can also configure a fallback notification channel such as Slack or email.

Can I scope rollback automations to specific LaunchDarkly environments? Absolutely. You can restrict any workflow to production only, or include staging environments for pre-release validation gates.

How quickly can Neotask respond to a flag-related incident? Most automations execute within seconds of the triggering event, significantly faster than manual triage and coordination across tools.

Learn more about launchdarkly

Learn more about pagerduty