heartPosts from the community...
Link
@faun shared a link, 2 months, 4 weeks ago

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..

Link
@faun shared a link, 2 months, 4 weeks ago

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...

Amazon EKS introduces node monitoring and auto repair capabilities
Link
@faun shared a link, 2 months, 4 weeks ago

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..

How Discord Indexes Trillions of Messages
Link
@faun shared a link, 3 months, 1 week ago

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..

Understanding RAG: Retrieval Augmented Generation Essentials for AI Projects
Link
@faun shared a link, 3 months, 1 week ago

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. 📈..

How to use any Python AI agent framework with free GitHub Models
Link
@faun shared a link, 3 months, 1 week ago

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..

Trump administration considering broader DeepSeek ban
Link
@faun shared a link, 3 months, 1 week ago

Meta Sought Funds for Llama AI Model Development from Amazon and Microsoft

Metaasked rivals likeMicrosoftfor cash to handle its soaring AI expenses. Bold move, right? Say hello toLlama 4—a beast with next-gen scalability. Think 10 million token contexts and a slickMixture-of-Expertsdesign. Legal drama over training data could crank up costs, butMetaplays it smart, pushing ..

Meta Sought Funds for Llama AI Model Development from Amazon and Microsoft
Link
@faun shared a link, 3 months, 1 week ago

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...

Inside the CodeBot: A Gentle Introduction to How LLMs Understand Nullability
Link
@faun shared a link, 3 months, 1 week ago

Introducing AutoRAG: fully managed Retrieval-Augmented Generation on Cloudflare

AutoRAG in open beta simplifies how developers integrate context-aware AI into their applications by setting up a fully managed Retrieval-Augmented Generation pipeline on Cloudflare. With AutoRAG, developers can efficiently fetch information from their own data sources to improve AI responses using ..

Link
@faun shared a link, 3 months, 1 week ago

Start building with Gemini 2.5 Flash

Gemini 2.5 Flashis your quick-thinking friend with an on/off brainstorm switch, juggling the holy trinity: quality, cost, and speed. It tacklesHard Promptslike a pro, only overshadowed by 2.5 Pro...

Start building with Gemini 2.5 Flash
loading...