AI Incident Response Playbook

📋 What It Is

A 7-tab operational playbook that transforms Chapter 3's incident management framework into a structured, drill-ready response system for AI agent failures. This isn't a generic IT incident template — it's built specifically for the unique failure modes of autonomous agents: hallucination events, unauthorized actions, data boundary violations, reasoning loops, and cascade failures in multi-agent systems.

Includes a 4-level severity classification calibrated to agent-specific impacts, role-based response procedures with named assignments, 19-step containment checklists by severity, stakeholder communication templates for each audience, evidence preservation protocols for agent-specific artifacts (reasoning traces, tool call logs, memory state), and a structured post-incident review framework that feeds lessons back into governance and design.

👥 Who It's For

• AgentOps engineers who get paged when agents misbehave — need the step-by-step runbook, not a framework to read
• Incident commanders coordinating cross-functional response — need severity classification, role assignments, and escalation criteria
• Engineering leads building agent monitoring — need the 12-indicator early warning system and containment procedures
• Compliance teams documenting response capabilities — need evidence preservation protocols and regulatory notification timelines
• Security teams handling agent-specific threats — need data boundary violation and unauthorized action response procedures
• Leadership making go/no-go decisions during incidents — need the decision matrix and stakeholder communication templates

⏱ When to Use It

• During an active incident — open the severity-specific tab, follow the numbered checklist, assign roles from the pre-defined matrix
• Quarterly incident drills — run tabletop exercises using the drill scenarios included in the playbook
• Agent deployment prep — configure the playbook for each new agent before it reaches production
• Post-incident review — use the structured PIR template within 48 hours of resolution
• Compliance evidence — demonstrate audit-ready incident response capability to regulators
• Governance integration — feed lessons back to the Governance Policy Template and Anti-Patterns Workbook

📦 What It Produces

• Severity Classification Framework — 4-level system (S1 Critical → S4 Low) with agent-specific criteria, response times, and escalation triggers
• Role Assignment Matrix — named responders for each role with backup assignments and escalation paths
• Containment Checklists — 19 steps per severity level, specific to agent failure modes (kill-switch, traffic redirect, memory isolation)
• Communication Templates — pre-written templates for executive, customer, regulatory, and internal audiences per severity
• Evidence Preservation Protocols — agent-specific artifacts: reasoning traces, tool call logs, memory snapshots, orchestration state
• Post-Incident Review Template — structured PIR producing governance improvements, design updates, and monitoring enhancements

🚀 How to Use It — Quickstart

• Step 1. Pre-incident: Customize the Role Assignment Matrix with your team's on-call structure and named backups.
• Step 2. Pre-incident: Configure communication templates with your notification channels, stakeholders, and regulatory contacts.
• Step 3. During incident: Classify severity using the 4-level framework. Open the matching containment checklist.
• Step 4. During incident: Follow the numbered containment steps. Activate kill-switch if S1/S2. Preserve evidence per the protocol.
• Step 5. Post-incident: Complete the PIR template within 48 hours. Document root cause, timeline, and remediation actions.
• Step 6. Ongoing: Run quarterly tabletop exercises. Update playbook after every real incident.

👁 Preview — What's Inside

7 Tabs — From Severity Classification to Post-Incident Review

📝 Version History