Posts Tagged kubernetes

Kubernetes has transformed cloud infrastructure by enabling scalable, containerized applications. While it initially gained traction for managing web applications and microservices, its capabilities now extend to AI/ML workloads, making it the go-to platform for data scientists and machine learning engineers.

Running AI/ML workloads on Kubernetes presents unique challenges, including:

• Specialized hardware requirements (e.g., GPUs, TPUs)
• Scalability for model training and inference
• Complex data pipelines that integrate various cloud services
• Infrastructure automation for seamless deployment

Google Cloud Kubernetes (GKE) provides a robust foundation for AI/ML workloads, but managing infrastructure manually can be cumbersome. This is where Pulumi comes in—enabling Infrastructure as Code (IaC) to automate and simplify AI/ML infrastructure on Kubernetes.

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Managing secrets is one of the most critical responsibilities in cloud engineering. Secrets like API keys, database credentials, and encryption tokens are the backbone of secure and seamless cloud operations. Yet they are so often an afterthought. They get replicated across cloud-specific secrets managers and stuffed in GitHub secrets, compromising security for the sake of simplicity. ¿Por que no los dos? Why can’t secrets management be secure and simple?

Enter Pulumi ESC (Environments, Secrets, and Configuration)—a breakthrough in taming secrets sprawl and streamlining configuration management across infrastructure. Let’s explore why Pulumi ESC is a necessity for cloud engineers, helping make secrets management secure while keeping it simple.

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Today marks an exciting milestone as we announce the General Availability (GA) release of the Pulumi Kubernetes Operator 2.0! This release builds upon the foundation we laid during the beta phase, delivering a production-ready solution that transforms how teams manage their cloud infrastructure.

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Kubernetes has undeniably transformed the way we build, ship, and run applications. But let’s be honest, getting started with Kubernetes can feel like climbing Mount Everest in flip-flops.

As a cloud-native citizen and Kubernetes enthusiast, I’ve learned the hard way that there are a bunch of “wish I had known that earlier” best practices. They could have saved me time, money, and headaches.

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Welcome to the second blog post of the Pulumi ESC and Kubernetes secrets series. If you haven’t had the chance to read the first blog post, go ahead and read it here.

In the previous blog post, we have learned how to manage secrets with Pulumi ESC and the External Secrets Operator. While the External Secrets Operator is a great tool to manage secrets in a cloud-native way, it still creates Kubernetes secrets in the cluster. Depending on your security requirements, you might want to avoid the use of Kubernetes secrets in your cluster at all. This is the point where you hit the limits of the External Secrets Operator.

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AWS recently announced Amazon EKS Auto Mode, a significant enhancement to Amazon EKS that streamlines cluster management by automating infrastructure decisions and operations. Today, we are excited to announce that Pulumi fully supports EKS Auto Mode across our AWS provider ecosystem, enabling you to leverage this powerful feature through infrastructure as code.

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In one of my recent talks, I mentioned that the foundation of a successful Kubernetes-powered platform is the use of Kubernetes Operators, as they are a great way to automate operational tasks and the lifecycle of complex applications and services on Kubernetes.

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If a computer can be connected to the internet, someone has tried to run a container on it. From quantum computers to smart toasters, from phones in AWS racks to CI pipelines, there’s many ways to deploy containers. While most people only know about the mainstream cloud providers at the surface, there’s actually a vast world of increasingly unusual and specialized options beneath.

This guide serves two purposes: to showcase the surprising breadth of container options available today, and to help you understand the full spectrum of choices – from practical to very experimental. Whether you’re looking for production-ready solutions or just curious about what’s out there in the dark depths, you’ll find something interesting here.

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AWS has introduced a new feature for Amazon Elastic Kubernetes Service (EKS): Amazon EKS Hybrid Nodes. This addition to the Amazon EKS Hybrid/Edge portfolio allows organizations to maintain their Kubernetes control plane in AWS while running workloads on-premises or at the edge. This hybrid approach offers the best of both worlds - AWS’s reliable and scalable control plane management combined with the flexibility to run workloads wherever they make the most sense for your business.

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YAML and Kubernetes go together like peanut butter and jelly. While Kubernetes objects can be defined in JSON, YAML has emerged as the de facto standard.

It’s often the first tool developers encounter when diving into Kubernetes, and for good reason - its human-readable format makes it the preferred choice in most tutorials, documentation, and even production deployments.

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