Run DeepSeek R1 on Kubernetes — Self-Hosted LLM Guide (2026)
Deploy DeepSeek R1 on your own Kubernetes cluster using Ollama or vLLM. Includes GPU node setup, Helm deployment, persistent model storage, and an OpenAI-compatible API.
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4 min readRead
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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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Showing 388–396 of 649 articles
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What Are Resource Limits and Requests in Kubernetes? (2026)
Kubernetes requests and limits control how much CPU and memory a pod gets. Get them wrong and your pods get throttled, OOMKilled, or evicted. Here's how they actually work.
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4 min readRead
AWS RDS Storage Full — Every Fix and Prevention (2026)
RDS instance hits 100% storage and your database goes read-only. Here's the immediate fix, how to prevent it with autoscaling, how to monitor free storage, and what's eating your disk.
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5 min readRead
Build a DevOps AI Agent with LangGraph on Kubernetes (2026)
Build a stateful DevOps agent using LangGraph that can plan multi-step infrastructure tasks, use tools, handle errors, and maintain conversation context — deployed on Kubernetes with a FastAPI interface.
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7 min readRead
MongoDB vs PostgreSQL — What DevOps Engineers Need to Know in 2026
MongoDB and PostgreSQL take opposite approaches to data storage. Here's the real ops difference — backup strategies, Kubernetes operators, replication, monitoring, and when to recommend each to your dev team.
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5 min readRead
Best DevOps YouTube Channels and Learning Resources in 2026
The best YouTube channels, courses, blogs, and communities for learning DevOps in 2026 — curated for beginners, intermediate engineers, and specialists. Stop watching random tutorials and learn from the best.
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5 min readRead
What is a Kubernetes Node? Explained Simply for Beginners (2026)
Kubernetes nodes are the machines where your containers actually run. Here's what a node is, the difference between worker nodes and control plane nodes, what runs on them, and how to manage node issues.
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Build an AI Kubernetes Troubleshooter with Claude (2026)
Build a CLI tool that automatically diagnoses Kubernetes issues — OOMKilled, CrashLoopBackOff, pending pods — by gathering cluster state and asking Claude what's wrong and how to fix it.
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7 min readRead
DevOps Remote Work Productivity — What Actually Works in 2026
Working remotely as a DevOps engineer has unique challenges — async coordination during incidents, context switching, always-on culture. Here's what actually improves productivity without burning out.
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7 min readRead