When I started working with FastAPI, I quickly realized one thing: Project structure matters. A messy project becomes hard to scale, hard to maintain, and hard to debug — especially when you’re working on real-world APIs or collaborating with a team. Over time, I settled on a project structure that keeps things organized, clear, and…
Understanding Linux for Beginners So, you’re a budding programmer and you keep hearing about Linux? It’s a big part of the software world, and learning the basics can really boost your skills and make you a more well-rounded developer. You might even encounter questions about Linux in interviews! Don’t worry, it’s not as intimidating as…
👋 Introduction Want to become a frontend developer in 2025 but don’t know where to start? You’re not alone. The web development world is massive, and without a roadmap, it’s easy to get lost. This post is your step-by-step guide — packed with free and high-quality resources to help you go from absolute beginner to…
This is a submission for the Runner H “AI Agent Prompting” Challenge What I Built I created an autonomous Bitcoin intelligence agent that delivers comprehensive daily market briefings without any manual intervention. Every morning at 9 AM MYT, Runner H automatically gathers Bitcoin market data, analyzes industry news, tracks funding activity, monitors Lightning Network growth,…
It’s called doors. There’s so much I want to say about features, how it works and how I got here (10 years of career from php dev to CTO to this), I don’t even know where to start. For now – please check out the announcement site: doors.dev (works on the framework itself) What do…
Ever had an AI assistant confidently tell you “bug fixed!” several times… only to discover the bug is still alive and kicking? I sure did. The Problem I was fighting a stubborn UI glitch in the macOS tray menu of my side-project. Using Cursor, I followed my normal routine: describe the bug in detail, list…
AMD’s RDNA 4 GPUs are not even in Steam’s top ranked graphics cards Nvidia’s Blackwell GPUs, on the other hand, are forging ahead Nvidia’s GPUs are also outselling AMD on Amazon, and it’s starting to feel like Team Red is fighting a losing battle – which isn’t good news for consumers As July begins, we’ve…
ExpressVPN has been hit by a class action lawsuit over alleged “illegal” auto-renewal fees A Californian customer accused ExpressVPN of automatically charging him a monthly fee without his consent Most popular VPN providers employ a similar auto-renewal system – a practice lawyers allege to go against California’s consumer law A customer in the US has…
First-look images of Android’s upcoming Live Updates function revealed Similar feel to iOS Live Activities Live Updates is currently only functional in the latest Android 16 QPR1 beta, but should widely rolled out next quarter Google unveiled its upcoming Live Updates feature at this year’s Google I/O event back in May, and though the Android…
Abstract Sequence concatenation approach KontextBench, comprehensive benchmark with 1026 image-prompt pairs → validate effectiveness Introduction Local editing LaMa, Latent diffusion inpainting Repaint Stable diffusion inpatinting Generative editing Extraction of a visual concept IP-adapter Adversarial diffusion distillation Evaluations & applications Kontextbench, novel benchmark featuring real-world image editing challenges Existing benchmarks GEdit-bench IntelligentBench DrawBench Crowd sourced real-world…
