Build an MCP Server That Controls Your DevOps Tools with AI
Model Context Protocol (MCP) lets AI assistants like Claude control kubectl, Terraform, and AWS CLI directly. Here's how to build your own MCP server for DevOps automation.
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The DevOps Knowledge Base
In-depth guides on Docker, Kubernetes, AWS, CI/CD, AI/ML, and modern infrastructure — written by engineers, for engineers.
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Page 55 of 89
How to Get a DevOps Internship as a Fresher in 2026
No experience, no job. Here's exactly how freshers land DevOps internships in 2026 — what to build, where to apply, and what to say in interviews.
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4 min readRead
Kafka vs RabbitMQ vs Redis Streams — Which Message Queue to Use? (2026)
Kafka, RabbitMQ, or Redis Streams? Full comparison on throughput, ordering, durability, and when to use each. Clear recommendation for DevOps and backend teams.
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4 min readRead
Kubernetes StatefulSet Pods Stuck on Init or Pending: Fix It Now
StatefulSet pods stuck in Init, Pending, or CrashLoopBackOff state? Here are every cause and the exact fix — PVC ordering, headless service, and init container issues.
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4 min readRead
What is Kustomize? Kubernetes Config Management Explained Simply
Kustomize lets you customize Kubernetes YAML without copying and editing files. Here's what it is, how it works, and when to use it instead of Helm.
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3 min readRead
Build a Semantic Search for Your DevOps Docs Using Vector Database (2026)
Tired of grepping through runbooks? Build a semantic search that finds relevant docs by meaning, not keywords — using embeddings, pgvector, and the Claude API.
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6 min readRead
Datadog vs Splunk — Observability Platform Comparison (2026)
Datadog and Splunk are both enterprise observability platforms but serve different strengths. Here's the honest comparison — pricing, use cases, and which one to choose.
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4 min readRead
DevOps Engineer Salary — India vs Abroad Honest Comparison (2026)
Should you stay in India or move abroad? Here's the honest salary comparison for DevOps engineers — India, US, UK, Canada, Germany, Dubai — with real purchasing power analysis.
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4 min readRead
GitLab Runner Registration Failed — Fix Guide (2026)
GitLab Runner failing to register, showing offline, or not picking up jobs? Here's how to debug and fix runner registration and connection issues.
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4 min readRead