ContentPosts from @faun..
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@faun shared a link, 5 months, 4 weeks ago
FAUN.dev()

Use K8sGPT and Amazon Bedrock for simplified Kubernetes cluster maintenance

K8sGPTteams up withAmazon Bedrockto turbocharge Kubernetes operations. Think AI insights, faster debugging, and self-healing magic worthy of a veteran SRE.K8sGPTharnesses AI models likeClaudeandOpenAIin two ways: The trusty CLI for nimble maneuvers and Operator for relentless, watchful monitoring in.. read more  

Use K8sGPT and Amazon Bedrock for simplified Kubernetes cluster maintenance
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@faun shared a link, 5 months, 4 weeks ago
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How to configure routed IPv6 in Docker

Docker's playing it cool with native routed IPv6. No more clumsy hacks like NAT66. It’s Layer 3 purity—straight-up packet forwarding. Complexity? Toss it. Say hello to sleek routing. Bring your A-game with BGP for routing and tailor-made firewall rules for smooth, peer-to-peer traffic handling... read more  

How to configure routed IPv6 in Docker
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@faun shared a link, 5 months, 4 weeks ago
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Gluetun is the best way to route your Docker containers through a VPN, here's how I use it

Gluetunprovides a powerful and lightweight solution for routing outbound traffic from Docker containers through a secure VPN tunnel, offering improved privacy, isolation, and control for select applications in a home lab or development environment... read more  

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@faun shared a link, 5 months, 4 weeks ago
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Behind the code: How developers work in 2025

AI's Wobbly Ride with Developers—A staggering 76% of IT/SaaS folks embrace it, compared to a measly 22% across the board. Meanwhile,ChatGPT shoots up to an 82% adoption rate,blazing past others. The days of hunching over desktops are fading; 64% of devs now thrive in the cloud or remote setups.Secur.. read more  

Behind the code: How developers work in 2025
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@faun shared a link, 6 months ago
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I’m Losing All Trust in the AI Industry

AI bigwigs promiseAGIin a quick 1-5 years, but the revolving door at labs like OpenAI screams wishful thinking. As AI hustles to serve up habit-forming products, the priority on user engagement echoes the well-troddensocial mediaplaybook. Who needs productivity, anyway? Cash fuels AI's joyride, with.. read more  

I’m Losing All Trust in the AI Industry
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@faun shared a link, 6 months ago
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From Noise to Structure: Building a Flow Matching Model from Scratch

Train a petite neural net to align velocity flows between distributions. DeployFlow Matching lossfor the job. Harness the precision of theAdamoptimizer to keep it sharp... read more  

From Noise to Structure: Building a Flow Matching Model from Scratch
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@faun shared a link, 6 months ago
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Gemma 3n Introduces Novel Techniques for Enhanced Mobile AI Inference

Gemma 3nshakes up mobile AI with a two-punch combo:Per-Layer Embeddingsthat axe RAM usage andMatFormerthat sends performance into overdrive with elastic inference and nesting.KV cache sharingcranks up the speed of streaming responses, though it taps out at multilingual audio processing for clips up .. read more  

Gemma 3n Introduces Novel Techniques for Enhanced Mobile AI Inference
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@faun shared a link, 6 months ago
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EU businesses push for freedom from AI rules and competition

Mistral's"AI for Citizens" isn't just about tech; it's about shaking up public services for the better. Meanwhile, in the EU, a plot twist—50 European firms holler for halting the AI Act, all in the name of staying competitive. They argue speed matters more than red tape. But hey, watchdogs eye them.. read more  

EU businesses push for freedom from AI rules and competition
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@faun shared a link, 6 months ago
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LLM Evaluation Metrics: The Ultimate LLM Evaluation Guide - Confident AI

Dump BLEU and ROUGE. Let LLM-as-a-judge tools like G-Eval propel you to pinpoint accuracy.The old scorers? They whiff on meaning, like a cat batting at a laser dot.DeepEval? It wrangles bleeding-edge metrics with five lines of neat code.Want a personal touch? G-Eval's got your back. DAG keeps benchm.. read more  

LLM Evaluation Metrics: The Ultimate LLM Evaluation Guide - Confident AI
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@faun shared a link, 6 months ago
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From Big Data to Heavy Data: Rethinking the AI Stack

Savvy teams morph dense data into AI’s favorite meal: bite-sized chunks primed for action, indexed and ready to go. This trick spares everyone from slogging through the same info over and over. AI craves structured, context-filled data to keep it grounded and hallucination-free. Without structured p.. read more  

From Big Data to Heavy Data: Rethinking the AI Stack