Automate Incident Response with Runbooks

Learn how to automate incident workflows using runbooks and triggers in Harness AI SRE.

Learn how to automate incident response workflows in Harness AI SRE using runbooks, triggers, and integrations.

Overview

AI SRE automates incident workflows through:

• Runbooks - Sequences of automated actions (notifications, API calls, scripts)

• Triggers - Conditions that automatically execute runbooks (route alerts, incident events, status changes)

• Route Alerts - Route alerts to on-call teams and auto-create incidents

• Integrations - Connect to Slack, Jira, ServiceNow, Zoom, PagerDuty, and more

Workflow automation in AI SRE uses form-based UI configuration with Mustache templates, not YAML files. Actions are configured through forms where you can:

• Select integration type (Slack, Jira, HTTP, etc.)

• Fill in action parameters using form fields

• Reference incident data using Mustache syntax like {{incident.title}} or {{alert.severity}}

• Test actions before saving

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Automation patterns

Pattern 1: Alert detection to incident creation

Use case: Automatically create incidents from high-severity alerts

How to configure:

1. Navigate to Alerts → Route Alerts

2. Click Create Alert Rule

3. Configure the rule:

   • Name: "P1/P2 Alerts Auto-Create Incidents"

   • Conditions: alert.priority in [p1_critical, p2_error]

   • Action: Create Incident

     • Incident Type: Select "Service Incident"

     • Map Fields:

       • Title: {{alert.title}}

       • Service: {{alert.service}}

       • Severity: {{alert.priority}}

4. Click Save

Result: When P1 or P2 alerts are received, incidents are automatically created with pre-populated fields.

Pattern 2: Incident creation to automated response

Use case: When a P1 incident is created, automatically notify on-call, create Zoom bridge, and trigger diagnostic runbook

How to configure:

1. Create a runbook for P1 response:

   • Navigate to Runbooks → Create Runbook

   • Name: "P1 Incident Response"

   • Add actions:

     1. Zoom: Create Meeting

        • Name: {{incident.title}} - Incident Bridge

        • Participants: {{incident.responders}}

     2. Slack: Post Message

        • Channel: #incidents

        • Message:

          🔴 **P1 Incident Created**
          **Title**: {{incident.title}}
          **Service**: {{incident.service}}
          **Zoom Bridge**: {{runbook.outputs.zoom_create_meeting.join_url}}
          **Incident Link**: {{incident.url}}

     3. On-Call: Page Service

        • Service: {{incident.service}}

        • Message: P1 incident - join bridge at {{runbook.outputs.zoom_create_meeting.join_url}}

2. Configure automatic trigger:

   • In the runbook editor, go to Triggers tab

   • Click Add Trigger

   • Trigger Type: Incident Created

   • Conditions:

     • incident.severity equals SEV0 OR SEV1

   • Click Save

Result: P1 incidents automatically trigger the runbook, creating a Zoom bridge and notifying responders.

Pattern 3: Status change to stakeholder notification

Use case: When incident status changes to "Resolved", notify stakeholders and create post-incident review task

How to configure:

1. Create a runbook:

   • Name: "Incident Resolution Workflow"

   • Add actions:

     1. Slack: Post Message

        • Channel: #incidents

        • Message:

          ✅ **Incident Resolved**
          **Title**: {{incident.title}}
          **Duration**: {{incident.duration}}
          **Resolved By**: {{incident.resolver}}
          Post-incident review scheduled.

     2. Jira: Create Issue

        • Project: SRE

        • Issue Type: Task

        • Summary: Post-Incident Review: {{incident.title}}

        • Description:

          Incident: {{incident.url}}
          Duration: {{incident.duration}}
          Severity: {{incident.severity}}
          
          Complete post-incident review within 3 business days.

        • Assignee: {{incident.owner}}

2. Configure trigger:

   • Trigger Type: Incident Field Updated

   • Field: Status

   • New Value: Resolved

Result: When incidents are marked resolved, stakeholders are notified and a review task is created in Jira.

Pattern 4: Time-based escalation

Use case: If a P1 incident is not acknowledged within 5 minutes, escalate to VP Engineering

How to configure:

1. Create escalation runbook:

   • Name: "P1 Escalation"

   • Add actions:

     1. Slack: Post Message

        • Channel: #exec-alerts

        • Message:

          🚨 **ESCALATION: P1 Incident Not Acknowledged**
          **Title**: {{incident.title}}
          **Created**: {{incident.created_at}}
          **Service**: {{incident.service}}
          **Link**: {{incident.url}}
          
          @vp-engineering - immediate attention required

     2. PagerDuty: Trigger Escalation

        • Escalation Policy: "Executive Escalation"

2. Configure trigger:

   • Trigger Type: Incident Created

   • Conditions:

     • incident.severity equals SEV0 OR SEV1

   • Delay: 5 minutes

   • Only run if: incident.status not equals Acknowledged

Result: If P1 incidents remain unacknowledged for 5 minutes, executives are paged.

Pattern 5: Deployment change to proactive investigation

Use case: When a deployment occurs, automatically check for related alerts and create incident if errors spike

How to configure:

1. Send deployment webhooks to AI SRE:

   • Configure your CI/CD pipeline to POST deployment events to:

     POST https://app.harness.io/gateway/ai-sre/api/v1/orgs/{org}/projects/{project}/webhooks/deploy

   • Webhook payload:

     {
       "service": "payment-service",
       "version": "v2.3.1",
       "environment": "production",
       "deployed_by": "[e-mail]",
       "git_commit": "abc123"
     }

2. AI SRE automatically:

   • Correlates the deployment with any alerts occurring within 30 minutes

   • Surfaces the deployment as a root cause theory in investigations

   • Links related pull requests for code review

No additional configuration needed - deployment correlation is automatic when webhooks are sent.

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Runbook components

Actions

Runbooks execute sequences of actions. Available action types:

Communication actions

• Slack: Post Message - Send formatted messages to Slack channels

• Slack: Update Message - Update existing Slack messages

• Microsoft Teams: Post Message - Send messages to Teams channels

• Google Chat: Post Message - Send messages to Google Chat spaces

• Zoom: Create Meeting - Generate instant Zoom bridges

Ticketing actions

• Jira: Create Issue - Create Jira tickets with incident context

• Jira: Update Issue - Update existing Jira issues

• ServiceNow: Create Incident - Create ServiceNow incidents

• ServiceNow: Update Incident - Update ServiceNow incidents

Deployment actions

• Harness: Run Pipeline - Trigger Harness CD pipelines (rollback, scale, deploy)

On-call actions

• Page Service - Page the on-call responders for a service

• Page User - Directly page a specific user

• Page Team - Page all members of a team

Custom actions

• HTTP Request - Call any REST API

• Script - Run custom JavaScript/Python logic

Action inputs

Actions use form-based configuration with Mustache template support:

Text fields accept Mustache variables:

Title: {{incident.title}}
Service: {{incident.service}}
Owner: {{incident.owner}}

Available variables:

• {{incident.*}} - Current incident fields (title, severity, service, owner, status, etc.)

• {{alert.*}} - Alert fields if runbook triggered by alert rule

• {{runbook.outputs.*}} - Outputs from previous actions in the runbook

• {{user.*}} - User who triggered the runbook (name, email)

Example: reference previous action output

Action 1: Zoom: Create Meeting
  → Outputs: join_url, meeting_id

Action 2: Slack: Post Message
  Message: Join the incident bridge at {{runbook.outputs.zoom_create_meeting.join_url}}

Triggers

Runbooks can be triggered:

Manual execution

• Run from incident timeline

• Run from pinned runbooks list

• Run via /harness run <slug> Slack command

Automatic triggers

Incident Created

• Condition: incident.severity in [SEV0, SEV1]

• Runs when new incidents match conditions

Incident Field Updated

• Condition: incident.status changed_to Resolved

• Runs when specific fields change

Alert Rule Match

• Configured in route alerts

• Runs when alerts meet routing criteria

Scheduled

• Cron syntax: 0 9 * * 1 (every Monday at 9am)

• Use for: daily health checks, weekly reports

Conditions

Trigger conditions use field comparisons:

Operators:

• equals, not_equals

• in, not_in (for arrays)

• changed_to, changed_from (for field updates)

• contains, not_contains (for strings)

• greater_than, less_than (for numbers)

Examples:

incident.severity in [SEV0, SEV1]
incident.service equals payment-service
incident.status changed_to Resolved
alert.priority equals p1_critical

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Integration examples

Slack incident channel creation

Goal: Create a dedicated Slack channel for each P1 incident

1. Enable Slack integration:

   • Navigate to Project Settings → Integrations

   • Connect Slack workspace

2. Create runbook:

   • Action: Slack: Create Channel

     • Channel Name: inc-{{incident.short_id}}-{{incident.service}}

     • Topic: {{incident.title}} - {{incident.severity}}

     • Invite Users: {{incident.responders}}

   • Action: Slack: Post Message

     • Channel: {{runbook.outputs.slack_create_channel.channel_id}}

     • Message:

       🚨 **Incident Summary**
       **Service**: {{incident.service}}
       **Severity**: {{incident.severity}}
       **Owner**: {{incident.owner}}
       
       View details: {{incident.url}}

3. Configure trigger:

   • Trigger Type: Incident Created

   • Conditions: incident.severity in [SEV0, SEV1]

Jira bidirectional sync

Goal: Create Jira tickets for incidents and sync status updates

Outbound (AI SRE to Jira):

1. Create runbook:

   • Action: Jira: Create Issue

     • Project: INCIDENT

     • Summary: {{incident.title}}

     • Description:

       Incident: {{incident.url}}
       Service: {{incident.service}}
       Severity: {{incident.severity}}

   • Action: AI SRE: Add Timeline Event

     • Description: Jira ticket created: {{runbook.outputs.jira_create_issue.issue_key}}

2. Trigger: Incident Created with severity P1/P2

Inbound (Jira to AI SRE):

Requires custom configuration using Jira Automation Rules:

1. In Jira, create automation rule:

   • Trigger: Issue Updated

   • Condition: Status changed

   • Action: Send web request

     • URL: https://app.harness.io/gateway/ai-sre/api/v1/incidents/{{issue.customfield_incident_id}}/status

     • Method: PUT

     • Body: {"status": "{{issue.status}}"}

Go to the Jira integration guide to complete setup.

ServiceNow change correlation

Goal: Automatically surface ServiceNow change requests in incident investigations

1. Configure ServiceNow connector:

   • Navigate to Project Settings → Connectors

   • Add ServiceNow connector with credentials

2. Enable RCA Change Agent:

   • The agent automatically polls ServiceNow every 5 minutes

   • Change requests are correlated with incidents by:

     • Time window (changes within 1 hour of incident)

     • Service/CI matching

     • Configuration item relationships

3. View correlated changes:

   • Open an incident

   • Go to Investigation tab

   • ServiceNow changes appear as root cause theories

Go to the RCA Change Agent to review more details.

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Best practices

Start simple

• Begin with 1-2 critical workflows (e.g., P1 notifications)

• Add automation incrementally as you validate effectiveness

• Avoid over-automating before processes are stable

Test thoroughly

• Use runbook test mode to validate actions without creating real incidents

• Test with non-production services first

• Verify Mustache variables render correctly with sample data

Handle failures gracefully

• Add error notifications if critical actions fail

• Use HTTP action retries for flaky APIs

• Monitor runbook execution logs for patterns

Monitor effectiveness

• Track runbook execution success rates

• Measure time-to-response improvements

• Gather feedback from incident responders

• Iterate based on what works

Document runbook purpose

• Add clear descriptions to each runbook

• Document what triggers it and what it does

• Note any prerequisites (credentials, permissions)

• Keep runbooks focused on single workflows

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Next steps

• Create a runbook: Detailed runbook creation guide.

• Runbook triggers: Configure automatic execution.

• Route alerts: Route alerts and auto-create incidents.

• Slack integration: Slack action reference.

• Jira integration: Jira action reference.