Author: mehedihasan9992

The economics of AI-assisted development shifted in 2026. This guide walks through every step from verifying hardware compatibility to running a complete full-stack application: a locally served Qwen3-Coder-Next instance, a Node.js proxy API, and a React-based streaming chat interface. Note: This guide is written for a model anticipated to be available in 2026. Verify all model names, repository paths, quantization filenames, and hardware figures against official release documentation before following these commands. If the Hugging Face repository or Ollama tag referenced below does not yet exist, substitute the correct identifiers from the Qwen team’s official channels. How to Deploy Qwen3-Coder-Next…

Apple surprised the industry last year when, alongside the redesigned iPhone 17 Pro models, it also unveiled a base model that surpassed expectations. The standard iPhone 17 has sold incredibly well as a result, and the iPhone 18 is likely going to follow the example set by its predecessor.Apple made the iPhone 17 excellentSales figures for the iPhone 17 series show that the base model has performed beyond expectations in markets around the world. This, in addition to the popularity of the Pro models due to the redesign, has led to the iPhone 17 lineup becoming one of the most…

People often speak metaphorically of the heartbeat or pulse of a city, but according to the authors of a new paper published in the Proceedings of the National Academy of Sciences, cities do indeed have an “urban pulse”—an indication of urban “metabolic activity” that can be measured to suss out telltale patterns. And those patterns could help inform future public policy around urban planning. The precise definition of urbanization has shifted over the centuries. Zhe Zhu of the University of Connecticut and his fellow authors adopted a broad version for their study. It features fundamental “processes of concurrent change in…

Today’s big summer Nintendo Direct just closed with huge, if already-known-thanks-to-leaks, news: The Legend of Zelda: Ocarina of Time is getting remade for the Nintendo Switch 2. And it’s out later this year. But beyond that simple fact, a brief look at a tapestry, and a glimpse of the hero himself fast asleep, we genuinely don’t know anything else. Like, at all. So of course, I have many questions. Here are ten of those questions, in the order in which I thought of them as I have pondered the trailer over the last hour. The trailer answered none of them;…

How to Set Up Continue.dev as a Local AI Coding Assistant Install Ollama for your operating system and start the service with ollama serve.Pull the required models: a 7B code model for autocomplete, a larger model for chat, and an embeddings model.Install the Continue.dev extension or plugin in VS Code, JetBrains, or Neovim.Create the ~/.continue/config.json file with your model provider, context providers, and slash commands.Configure tab autocomplete settings including debounce delay, max tokens, and temperature for low-latency suggestions.Enable context providers like @codebase, @file, and @terminal for codebase-aware prompts.Add custom slash commands for team workflows such as code review and test…

Tuesday’s patch bundle also fixed MiniPlasma, a separate vulnerability disclosed by Nightmare Eclipse. Microsoft said in an email that the vulnerability is tracked as CVE-2020-17103, a vulnerability Microsoft first fixed six years ago. That means MiniPlasma was the result of a regression or an incomplete patch in its initial form. The company is in the process of updating Tuesday’s bulletin to note the republication. Microsoft has yet to release patches for other vulnerabilities disclosed by Nightmare Eclipse. The company did provide manual instructions for mitigating YellowKey, a vulnerability that allows attackers to defeat Bitlocker full-disk encryption. That could be a…

If your iPhone 13 has been acting up lately, you’re not alone. According to various posts on different social platforms, the iPhone 13 series is beginning to show its age. The issues have left many users frustrated and thinking about upgrading, but there’s one fix. First, let’s talk about the issues.The iPhone 13 series battery is starting to give up Sadly, changing the battery requires special tools. | Image by iFixit Our friends at Android Headlines have noticed several social posts as well as data from the Compare and Recycle site pointing toward battery issues on the iPhone 13 series.These…

I don’t know what to make of this Kingdom Hearts IV trailer. There are several things I can name in it—KH4 is bringing back characters old, new, and hella obscure—and I can use those to draw some reasonable conclusions. I’m just not sure what any of it means yet. Here’s what I’ve put together so far. What’s the story in Kingdom Hearts IV? I think what I appreciate most about the new KH4 trailer is that it straight-up outlines the overall plot of the game. There’s a hooded figure in an Organization 13 cloak explaining that they were transported to…

AI Agent Testing Framework Comparison DimensionMaxim AIDeepEvalLangSmithQA WolfPrimary StrengthUnified trace-to-eval pipeline for multi-step agents14+ open-source research-backed LLM metricsNative LangChain/LangGraph tracing and evaluationAI-generated E2E browser tests with managed maintenanceNode.js/TS SDKNative TypeScript SDKPython-only; JS via subprocess CLIMature JS/TS SDKConfig-driven GitHub ActionBest ForTeams needing combined tracing + eval without existing infraData-residency-sensitive teams with Python capacityTeams already using LangChain or LangGraphReact apps needing E2E agent coverage with minimal authoring AI agent testing frameworks have multiplied since 2024 as organizations move from LLM prototypes to production-grade agents. This guide compares four frameworks — Maxim AI, DeepEval, LangSmith, and QA Wolf — across criteria that matter…

Starlink has started charging a $10 monthly rental fee for hardware in a shift away from its longtime practice of selling hardware to customers for a one-time charge. Starlink residential ordering pages now show an upfront hardware cost of $0 and a monthly kit fee of $10, similar to the hardware rental fees long charged by cable and telecom companies. Starlink hardware includes a terminal to receive satellite signals and a router to place in a user’s home. The monthly kit fee is in addition to Internet service prices, which Starlink recently raised by $5 to $10 per month. Starlink…