ContentPosts from @faun..
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@faun shared a link, 8 months, 2 weeks ago
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Kubernetes 1.33 “Octarine” Released: Native Sidecars and In-Place Pod Resizing

Kubernetes 1.33rolls out as the hero of sidecar containers, smoothing out their lifecycle wrinkles. Now, sidecars launch before and wrap up after the main event—your app containers. Meanwhile, in-place pod resizing steps up to beta status. Tweak resources without nuking your app’s smooth run—a gift .. read more  

Kubernetes 1.33 “Octarine” Released: Native Sidecars and In-Place Pod Resizing
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@faun shared a link, 8 months, 2 weeks ago
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Understanding the threat landscape for Kubernetes and containerized assets

Kubernetes packs a punch, but it drags along some gnarly new security headaches. Wrangling those containerized risks? That's the real rodeo... read more  

Understanding the threat landscape for Kubernetes and containerized assets
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@faun shared a link, 8 months, 2 weeks ago
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Migrating Uber’s Compute Platform to Kubernetes: A Technical Journey

Uber dumped Mesos and hitched its ride to Kubernetes, rolling out a fleet of clusters across regions with sleek automation. They didn’t just switch platforms — they rewired the engine room. Thanks to crafty scheduling tweaks and sidecar tricks, devs didn’t feel a bump. All gas, no brakes on their cl.. read more  

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@faun shared a link, 8 months, 2 weeks ago
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Kubectl Get Hacked

Kubeconfigfiles, those sneaky little devils, can throw open the door to peril inAWS EKS. They hand over the keys to the kingdom by sneaking in unapproved exec directives. If you're not paying attention, you risk a security meltdown. Dig deep into these files. Get lazy, and you're practically begging.. read more  

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@faun shared a link, 8 months, 2 weeks ago
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Amazon EKS introduces node monitoring and auto repair capabilities

Amazon EKSjust leveled up. Node monitoring and auto repair now save you from node drama, kicking out defective nodes without breaking a sweat.NMAhandles the heavy lifting, even throwing in GPU checks, making it a game-changer forML workloads... read more  

Amazon EKS introduces node monitoring and auto repair capabilities
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@faun shared a link, 8 months, 2 weeks ago
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How Discord Indexes Trillions of Messages

Discord's revamped search engine leans onKubernetesand theElastic Kubernetes Operatorto shake up its query structure. No more lumbering clusters. They’ve split them into smaller, sprightlier versions. With this new trick, Discord can nowefficiently index and search your DMs, thanks to savvy sharding.. read more  

How Discord Indexes Trillions of Messages
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@faun shared a link, 8 months, 3 weeks ago
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Understanding RAG: Retrieval Augmented Generation Essentials for AI Projects

Retrieval-Augmented Generation (RAG) turns Large Language Models into knowledge-sniffing bloodhounds.It fetches real-time intel to crush those pesky hallucinations and refresh its smarts on demand. Why stick with static models when RAG gives your AI brains a live data feed? Real-time accuracy withou.. read more  

Understanding RAG: Retrieval Augmented Generation Essentials for AI Projects
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@faun shared a link, 8 months, 3 weeks ago
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Inside the CodeBot: A Gentle Introduction to How LLMs Understand Nullability

LLMs get nullability. The more you train them, the sharper they become. Pythia, with her heftier brain, deciphers nullability faster, thanks to top-notch inference tricks... read more  

Inside the CodeBot: A Gentle Introduction to How LLMs Understand Nullability
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@faun shared a link, 8 months, 3 weeks ago
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Trump administration considering broader DeepSeek ban

DeepSeek—at one time, the darling of chatbot innovation in China—now finds itself under the unforgiving hammer of a US ban. The reason? Sketchy ties with China's military. Toss in the troubling bit about the60,000 Nvidia chipsit's hoarding—20,000 of those should've been off-limits—and you've got a r.. read more  

Trump administration considering broader DeepSeek ban
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@faun shared a link, 8 months, 3 weeks ago
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How to use any Python AI agent framework with free GitHub Models

GitHub Modelsdishes out no-cost access to models that mirror OpenAI's magic, but with a twist—easy integration with Python. Just snag a Personal Access Token and dive in. Swap models faster than you change socks. 📈.. read more  

How to use any Python AI agent framework with free GitHub Models