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Your Java full stack course taught you to build the app. This guide covers the DevOps and cloud skills that help you ship it, run it and stand out in interviews.

You can build a Spring Boot API with a React front end, yet the Java developer job posts you open keep asking for Docker, Kubernetes, CI/CD and AWS. Those requirements are not random. ...


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You upgrade to a new version of your operating system, and your computer feels faster. That's backwards. You expect a new version to slow things down, not speed them up.

But that's exactly what happened when I moved from Debian 12 to Debian 13. Same machine, same CPU, and it got faster. A free CPU upgrade, basically.

And this isn't a one-off. Pull up almost any be...


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One of the fastest-growing jobs in tech right now is Forward Deployed Engineer. Let's see what it is with one example.

Let's say a big insurance company buys an AI product to speed up claims processing. They run a pilot on their infrastructure and it fails miserably. And you'll be surprised to know this is extremely common, MIT researchers estimated that ninety-five per...


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Jev is a model that answers questions with typed decisions instead of text. These seven weekend projects show where that kind of model fits in a DevOps workflow, and where it does not.

Your pipelines and your on call rotation are full of small judgment calls that no rule file handles well. Is this alert noise or a real problem? Is the command a...


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What is platform engineering? And how is it different from DevOps engineering? Let's remove all the confusion with one example.

Let's say your company has a large engineering team, and you have twenty development teams, and each team works on a different project. So each team develops their own application, their own CI/CD pipelines, and their own databases. If you thin...


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