@livingdevops

Founder, LivingDevOps | AI Platform Engineer | Tech Storyteller DM/email for collab ( livingdevops@gmail.com )

 Noida, India
livingdevops.com
Joined February 2023
  • Tweets8.1K
  • Following849
  • Followers23.9K
646Media
Everyone Shows You the AI Demo. Nobody Shows You What Makes It Work in Production.

You can't take your AI Demo to Production until you understand these key concepts.

AI demos always seem magical. You write ten lines of Python, call an API, and suddenly the model gives you an answer. Everyone is impressed.

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AI fundamentals in one short story

Nobody Explains AI Properly. So Here Is the Whole Thing in One Story.

AI gets taught like a glossary. Tokens. Embeddings. Attention. Temperature. Fine-tuning. RAG. Agents. Ten definitions and zero connections.

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How do you set alerting thresholds without burning out your on-call team?

Stop Burning Out Your SRE Team With Alerts That Don’t Matter

Let me ask a question that comes up in most interviews: “How do you set alerting thresholds without burning out your on-call team?”

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If you can answer these 5 Kubernetes questions cleanly, you're already in the top 1% of candidates.

I recently aced an interview with a European product-based company. They asked me high-quality Kubernetes and SRE questions, the kind you can only answer correctly if you've actually run production sy…

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Kubernetes Won in 2014. It's Winning Harder in 2026. Don't Trust Me, Read the Job Listings.

Kubernetes has been a buzzword ever since Google open-sourced it.

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Your Infrastructure Doesn’t Have an Automation Problem. It Has an Orchestration Problem

Infrastructure teams don’t have a shortage of automation anymore. They have a shortage of orchestration, which still needs human and manual steps.

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Kubernetes Concepts are not random; each one has a beautiful problem-solving story behind it.

Most people learn Kubernetes the wrong way.

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You will never forget how Kubernetes works after reading this

Kubernetes makes much more sense if you stop thinking like an engineer and start thinking like a founder running a company.

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CI Was Built For Humans. Not AI Agents.

How many of you enjoy troubleshooting CI pipelines?

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Most Practical DevOps Roadmap That Will Land You a DevOps Job in 2026-27

You go to LinkedIn, Instagram, YouTube, or X. Almost everyone is giving DevOps roadmaps these days. Most of them have never transitioned into DevOps from another domain.

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Every Layer Between Your User and Your Pod Has a Story.

Most people learn Kubernetes networking the wrong way.

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Kubernetes Isn't Hard. You're Learning It Backwards.

Most people memorize Kubernetes concepts. That's why none of it sticks.

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