LLM Runbook Generation
AI-generated recovery documentation
Overview
Generate runbook drafts from Ansible playbooks and system config. Keep docs in sync with reality.
Why It Matters
Generate runbook drafts from Ansible playbooks and system config. Keep docs in sync with reality.
The Risk
Without automation, runbooks drift from reality. Documentation lags behind infrastructure changes. Teams follow outdated procedures during incidents.
Implementation Components
A complete implementation of this capability includes:
- LLM integration with infrastructure as code
- Parsing of Ansible/Terraform for procedures
- System topology context provided to LLM
- Markdown generation with step-by-step commands
- Human review and refinement workflow
- Automatic regeneration when playbooks change
AI Integration
This capability leverages AI/LLM technology to enhance its functionality.
Trigger
On-demand or when playbooks change
Input
Ansible playbooks + system topology
Output
Markdown runbook drafts
Implementation Pattern
- 1Parse Ansible playbooks
- 2Send to LLM with topology
- 3Generate markdown drafts
- 4Review and commit
Pipeline Coverage
This continuous capability monitors and applies to the following pipeline phases:
Tool Examples
These are examples, not endorsements. Choose what fits your context.
Dependencies
Requires (must have first)
Same Layer
Other capabilities in this continuous layer
- •#54 Severity Definition
- •#55 Incident Timeline
- •#56 Status Communication
- •#57 Post-Incident Review
- •#58 Change Ledger
+6 more