AI Integration for DevOps & SRE Engineers

Most "AI for DevOps" content right now is either a listicle of prompts, or it's a vendor pitch dressed up as education. That's not what this is. This is the actual system I use — and the actual system I've watched other engineers put together — for wiring Claude into the tools you already touch every day: GitHub, Terraform, AWS, Notion, your calendar, your meetings.

What's included

• Connecting Claude to GitHub — PR review, Claude Code, CI comments
• Connecting Claude to AWS & your infra — Terraform, CDK, live triage through a read-only MCP integration
• Notion as your AI-synced documentation brain
• Running your calendar with AI
• AI notes during meetings — capture, summarize, assign, sync
• The confidence-gated automation framework
• A full Terraform review walkthrough (real example, line by line)
• A full incident walkthrough — where AI helped, and where it misled
• Your first 7 days — what to actually do this week

Contents

1. Why this matters now — the shift in what "good" looks like
2. AI for incident response — the prompts and the guardrail
3. Connecting Claude to GitHub — PR review, Claude Code, CI comments
4. Connecting Claude to AWS & your infra — Terraform, CDK, live triage
5. Notion as your AI-synced documentation brain
6. Running your calendar with AI
7. AI notes during meetings — capture, summarize, assign, sync
8. The confidence-gated automation framework
9. Full Terraform review walkthrough (real example, line by line)
10. Full incident walkthrough — where AI helped, and where it misled
11. Your first 7 days — what to actually do this week