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Fairwinds Blog

Featured Post

Kubernetes Strategy: When It’s a Fit and Who Should Run It

8 minute read | April 8, 2026

Many organizations that use containers now run at least some production workloads on Kubernetes, and it comes up in most infrastructure discussions. But not every...

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Artificial Intelligence
11 minute read
| June 5, 2026

Running LLM Inference on Kubernetes: What It Actually Takes

Teams run their own LLM inference for a range of reasons: data privacy, cost control at volume, latency, the ability to fine-tune, or just the need to operate independently... Read More
Managed Kubernetes
15 minute read
| May 28, 2026

AI Infrastructure Runs On Kubernetes. Is Your Platform Ready?

Most AI teams don’t start with Kubernetes, even though that’s where their AI infrastructure usually ends up. Read More
Best Practices
24 minute read
| May 20, 2026

How Do I Run AI Workloads on Kubernetes Without Wasting GPUs?

Many teams want to run AI and ML workloads on Kubernetes but are worried about wasting GPUs, overcomplicating the platform, or breaking reliability for the rest of their... Read More
Governance
6 minute read
| March 3, 2026

Fairwinds Insights Release Notes: Kyverno Integration & GPU Metrics

Over the last several months, we’ve expanded Fairwinds Insights to give platform and operations teams deeper visibility into both policy posture and infrastructure metrics... Read More
Managed Kubernetes
9 minute read
| August 13, 2025

How to Build, Optimize, & Manage AI on Google Kubernetes Engine

Artificial Intelligence (AI) is quickly changing modern enterprises, but harnessing its full potential demands not only excellent models, but infrastructure expertise. Google... Read More
General
4 minute read
| June 9, 2025

9 AI Infrastructure Terms: Must-Know Definitions

With the rise of AI across every industry, the buzzwords are flying fast—AI infrastructure, infrastructure for AI workloads, autonomous infrastructure, and more. The problem?... Read More
Featured
8 minute read
| May 27, 2025

AI Runs Best On Cloud Native—But Who's Managing the Kubernetes Platform?

Artificial intelligence (AI) is no longer an experimental side project. It's reshaping industries, the world we live in and becoming central to product innovation and... Read More
Best Practices
11 minute read
| September 12, 2024

4 Best Practices for Leveraging Cloud-Native Infrastructure for AI Workloads

Artificial intelligence (AI) is one of the hottest buzzwords these days, dominating headlines and rocking the stock market. Many companies have already added AI functionality... Read More
General
5 minute read
| July 24, 2024

Deploying AI/ML Workloads? GPU-Enabled Kubernetes Is the Right Fit

It seems like everyone is talking about artificial intelligence and machine learning (AI/ML) these days. As more organizations seek to incorporate AI and ML into their... Read More