Why I Started This Project (Spoiler: Pure Frustration) So there I was, sitting with my fancy Eufy security cameras that cost a small fortune, staring at my iPhone Home app, wondering why the hell I couldn’t get HomeKit Secure Video working. I mean, these cameras are good. No subscription fees, local storage, decent video quality. But […]
Eufy HomeKit Secure Video Integration Guide | HKSV with Scrypted Read More »
It all started with an impulse buy on Amazon (as most dangerous hobbies do).I grabbed an Ecowitt Wittboy Weather Station GW2001 — a beast of a device packed with every sensor imaginable: temperature, humidity, pressure, wind, rain, solar radiation, UV… basically the Swiss Army knife of weather gadgets. And honestly? It’s a great device. But after the
From “Meh” Sensors to a Meteorologist in Your Pocket Read More »
Walk into any tech conference or tune into a software company’s earnings call, and you’ll hear the same story repeated with evangelical fervor. CTOs paint vivid pictures of AI-powered development pipelines. Engineering leaders boast about copilots that have “transformed” their coding processes. Startup founders promise that AI will revolutionize everything from code reviews to deployment
Why Software Teams Resist AI Coding Tools Despite Executive Enthusiasm Read More »
The AI Revolution: How Artificial Intelligence is Reshaping Software Development Methodologies The software development world has witnessed a fascinating evolution of methodologies over the past several decades. From the structured, sequential approach of Waterfall to the flexible, iterative nature of Agile, each methodology emerged as a response to the unique challenges and opportunities of its
AI in Software Development: Why Waterfall is Making a Comeback in 2025 Read More »
The AI Agent Dream vs. Reality If you’ve ever seen a demo of an AI agent, you know the feeling: it’s like magic.You give it a vague task: “Plan me a vacation,” “Fix my website,” “Summarize my inbox”, and poof, it delivers something so eerily correct you start wondering if you still have a job. Fast
Production AI Agents Best Practices: The Rules No One Tells You Until It’s Too Late Read More »
In July 2025, xAI’s Grok made headlines for hallucinating political events, pushing offensive content, and ultimately getting banned in Turkey. The chaos wasn’t accidental — it was the result of conscious product decisions, including a prompt that explicitly encouraged politically incorrect claims and an auto-RAG pipeline with no filtering. Even more ironic? The community discovered all this
When Prompt Engineering Becomes a Liability: The Grok Debacle Read More »
Running Kubernetes on the NVIDIA Jetson Nano with Talos Linux is possible thanks to an official Talos image—but there’s a catch: it doesn’t support the Jetson’s GPU out of the box. Since Talos uses a minimal, secure architecture and NVIDIA’s L4T kernel is heavily customized, enabling GPU acceleration takes extra work. In this 2025 guide,
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Build a Custom Kernel for Modern K8s Support 🚀 Unlock Full Kubernetes Support on Jetson Nano The NVIDIA Jetson Nano is a powerful and compact platform for AI and edge computing, but its default kernel is missing critical features required by modern Kubernetes workloads. If you’ve run into persistent kube-proxy sync errors, broken container networking,
Jetson Nano Kubernetes Kernel Guide Read More »
Sometimes you just want to run Kubernetes without babysitting an OS. No patching weird daemons. No apt upgraderoulette. No mystery errors after installing a “helpful” package at 2am. Enter Talos Linux: an operating system so opinionated, it makes Arch users look indecisive. Talos isn’t just a lightweight OS—it’s practically a Kubernetes appliance. It removes distractions, limits access
Running Kubernetes with Talos on Bare Metal Read More »
The Next Frontier Is Already Here Just when we thought AI-generated text and images were wild enough, we’re now entering a new chapter: text-to-video generation. But here’s the twist — it’s no longer just a cloud-only, GPU-farm kind of thing. We’re starting to see early tools that can run locally, on your own machine, turning short
Generating Video with AI Locally Read More »
