> ## Documentation Index
> Fetch the complete documentation index at: https://notes.kodekloud.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Course: Crash Course: AI-Powered DevOps

> Demonstrates using cluster-aware diagnostics to inspect Kubernetes Secrets, ConfigMaps, events and logs to pinpoint and remediate production outages faster than generic external AI

Notes for the **Crash Course: AI-Powered DevOps** course: 7 lessons across 5 sections.

## Day 1 - AI-Powered DevOps

* [Kubernetes Diagnostics](/docs/Crash-Course-AI-Powered-DevOps/Day-1-AI-Powered-DevOps/Kubernetes-Diagnostics/page.md)

## Day 2 - RAG Debugging

* [RAG Debugging](/docs/Crash-Course-AI-Powered-DevOps/Day-2-RAG-Debugging/RAG-Debugging/page.md)
* [RAG Essentials](/docs/Crash-Course-AI-Powered-DevOps/Day-2-RAG-Debugging/RAG-Essentials/page.md)

## Day 3 - MCP Servers

* [MCP Servers](/docs/Crash-Course-AI-Powered-DevOps/Day-3-MCP-Servers/MCP-Servers/page.md)
* [MCP Essentials](/docs/Crash-Course-AI-Powered-DevOps/Day-3-MCP-Servers/MCP-Essentials/page.md)

## Day 4 - Subagents

* [Subagents](/docs/Crash-Course-AI-Powered-DevOps/Day-4-Subagents/Subagents/page.md)

## Day 5 - Production Infrastructure Crisis Management

* [Production is down](/docs/Crash-Course-AI-Powered-DevOps/Day-5-Production-Infrastructure-Crisis-Management/Production-is-down/page.md)


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