1
StackStorm Automation Engine
Shares tags: automate, devops & it, runbook execution
AI ToolSleeping Giant
PagerDuty Runbook Automation
Secure automation of common remediation runbooks and scripts.
shipped Nov 20, 2025automatepaid
1Automate
2DevOps & IT
3Runbook Execution
Stork Quadrant
Sleeping Giant· 50/100
Has a real moat but invisible to agents. Add an MCP and you'd climb.
“PagerDuty's runbook automation survives because it's embedded in the incident coordination graph—it's not just the script execution, it's the auth, audit trail, escalation integration, and on-call routing that make it irreplaceable in a multi-team environment. An LLM can write the remediation code, but it can't be the system of record for who ran what, when, and why in a SOC2-audited org. The network effect (on-call schedules, escalation policies, team dependencies) and trust moat (liability for failed remediations) are real.”
Defensibility · 67/100
- Physical-world coupling
- Regulatory moat
- Network liquidity
- Proprietary refreshing data
- High-trust catastrophic workflows
- Multi-party coordination
- Brand / community / taste
An LLM alone could replace
- Write a shell script or Python remediation logic
- Generate step-by-step runbook instructions from a description
- Document a troubleshooting workflow in plain text
- Create conditional logic for incident response
Agent-Readiness · 30/100
- Verified MCP
- Listed on agent surfaces
- Usage-based pricing
- Headless agent auth— https://www.pagerduty.com/docs (api-key auth)
- Public OpenAPI
- Active changelog— https://www.pagerduty.com/blog/ (2026-03-03)
- llms.txt— https://www.pagerduty.com/llms.txt
How to defend
Double down on the coordination layer: make runbooks the lingua franca for how teams hand off work to agents and to each other. Own the audit and compliance story so deeply that switching costs become prohibitive for regulated customers.
- Ship an MCP server and list it on Stork — biggest single point gain (+25).
- Get listed in the Anthropic MCP registry, Cursor, or Claude Desktop (+20).
- Add a usage-based or per-call tier; per-seat-only pricing dies when agents replace seats (+15).
- Publish an OpenAPI spec at /openapi.json or /.well-known/openapi (+10).
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Overview
Secure automation of common remediation runbooks and scripts.
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