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Medium
itnext. io > what-os-cpu-count-gets-wrong-in-a-cpu-limited-kubernetes-pod-ab57756a9153

What `os. cpu_count()` Gets Wrong in a CPU-Limited Kubernetes Pod

1+ week, 2+ day ago  (1219+ words) This article is originally published on my personal blog. I gave a pod 500m CPU and then went inside and asked Python how many CPUs it could see. The answer was 20, and that seemed worth understanding. I start by checking what…...

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Medium
itnext. io > microsoft-discovery-deep-dive-running-autonomous-science-with-the-discovery-engine-and-graphrag-fc793dbbfc9f

Microsoft Discovery Deep Dive: Running Autonomous Science With the Discovery Engine and Graph RAG

35+ min ago  (23+ words) A technical deep dive into Microsoft Discovery: how the Discovery Engine, Graph RAG Bookshelf, and Azure run agentic AI for scientific research and R&D....

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Medium
itnext. io > how-windows-11-became-a-first-class-dev-machine-f1f9b38342b8

How Windows 11 Became a First-Class Dev Machine

2+ day, 1+ hour ago  (25+ words) A hands-on guide to the new Windows 11 developer stack: one-command setup, Coreutils, WSL containers, the Win App CLI, and an AI-native terminal....

Medium
itnext. io > a-new-kubernetes-package-installer-324db6f615ac

A new Kubernetes package installer

1+ mon, 1+ week ago  (1006+ words) Helm has long been most-used package manager for Kubernetes. It filled a gap for Kubernetes at a critical time back in 2016 when Google got involved in the project. We needed to make it easy to install off-the-shelf applications on Kubernetes…...

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