Author: mehedihasan9992

Claude Code functioning as an autonomous agent represents a fundamentally different approach from interactive CLI usage or inline autocomplete. This article covers the concrete mechanics of building that autonomous workflow: scaffolding an orchestrator in Node.js, implementing multi-turn reasoning loops with error recovery, integrating with CI/CD pipelines, and running a full feature development cycle against a React and Node.js codebase. How to Deploy Claude Code as an Autonomous Agent Install Claude Code CLI at a pinned version and set your ANTHROPIC_API_KEY environment variable. Create a CLAUDE.md file at the repo root with project conventions and behavioral constraints. Scaffold a Node.js orchestrator…

Ars: You’re flying Artemis III without an ICPS upper stage because you don’t need the performance to reach low-Earth orbit. But you do need a second stage simulator. What’s the status of that? Parsons: That, to me, is really cool. It’s called a spacer, and we already have the design done. Metal is already being bump-formed at United Launch Alliance, and then we’re going to weld it in-house at Marshall Space Flight Center. We expect it to show up at Kennedy Space Center no later than December, and then we’ll stack Orion on top of that. We’re in really good…

If Nintendo hoped that yesterday’s Direct could start to reverse the company’s declining share price, it’ll be bitterly disappointed. The very busy but ultimately lackluster event saw a recent slight recovery in market confidence wiped out entirely, as yet again the Japanese firm somehow thought itself above mentioning Mario. Nintendo has always marched to the beat of its own drum, and given its Rhythm Heaven series we know that drum to be the maddest available, but the company’s continued refusal to acknowledge the Mario-shaped hole in the Switch 2 line-up is proving enormously costly. Following May’s huge hardware price hikes (by far…

Pixel phones, the Pixel 10 for instance, are almost perfect in all departments. They have a good camera, long software support, decent battery life, and plenty of AI features. However, you will be able to enjoy all these capabilities only if your device turns on and is operational. Unfortunately, after downloading the March Feature Drop, many Pixel users reported that their devices got stuck in a bootloop. The good news is that Google finally has a solution for this issue.What’s the exact problem? In March this year, Google released its regular monthly update for Pixel phones. It was labeled the…

How to Run DeepSeek R1 Locally Verify your hardware meets VRAM requirements for your chosen model variant (1.5B–671B). Install NVIDIA drivers with CUDA 12.x, or confirm sufficient Apple Silicon unified memory. Download Ollama and pull the target DeepSeek R1 model using ollama pull deepseek-r1:7b. Test CLI inference with a reasoning prompt and confirm tags appear in the output. Containerize the deployment using Docker Compose with GPU passthrough for reproducibility. Optimize inference by selecting a quantization level (Q4_K_M, Q5_K_M, or Q8_0) and tuning context window size. Build a Node.js API proxy with SSE streaming and a React chat UI that parses…

Another day, another AI model from Google. This time, Google DeepMind has released a new member of the Gemma 4 open model family, but it’s fundamentally different from the rest of the lineup. DiffusionGemma doesn’t generate outputs linearly like most AI models. Instead, it can produce an entire block of text in parallel. Google says this makes it faster and more efficient when running on local hardware like an Nvidia DGX or a humble gaming GPU. Most AI models are designed to be autoregressive—they generate text left to right one token at a time. DiffusionGemma has more in common with…

In a bid to counter “scammers” once and for all, Valve has announced that it “will not be restocking” physical Steam gift cards once retailers run out of stock in 2026. The “difficult” decision to discontinue physical Steam gift cards was solely influenced by their use in well-documented scams, as they’ve frequently been used to “take advantage of all people all over the world.” As spotted by PC Guide, last night on June 9, Valve updated its Steam Support FAQ page to include a new entry dedicated to the discontinuation of Steam gift cards at retailers. “We introduced Steam Gift…

Less than a week ago, we shared some potentially disappointing news about the battery of the Galaxy Watch Ultra 2 and the Watch 9. While initial reports indicated an upgrade isn’t in the works, a new leak points in another direction.A welcome battery change may happen A design refinement isn’t out of the question, either. | Image by Samsung On June 9, 2026, SamMobile uncovered that Samsung may actually bring a significantly larger battery in the Galaxy Watch Ultra 2. Supposedly, the upcoming device could feature a rated capacity of 784mAh, which might be marketed as 800mAh.Although the outlet doesn’t…

DeepSeek V3.2 makes a structural departure from its predecessor, replacing dense attention layers with hybrid sparse attention and introducing native FP8 mixed-precision quantization. This guide covers everything developers need to know—from architecture changes and benchmark performance to API patterns, migration steps, and production best practices. Table of Contents ⚠️ This article describes a projected future model. All specifications, pricing, and benchmarks are estimates and have not been confirmed by DeepSeek. Verify all claims at platform.deepseek.com before making production or budgeting decisions. What Changed in DeepSeek V3.2 Architecture Updates at a Glance DeepSeek V3.2 makes a structural departure from its predecessor.…

A datasheet (PDF) for the device claims the Mobi Fold “is made to withstand 50,000 folds and unfolds.” Logitech said that it tested this “under controlled conditions until wear or functional issues appeared.” Comfort concerns The mouse also comes in off-white and sand colors. Credit: Logitech The mouse also comes in off-white and sand colors. Credit: Logitech The Mobi Fold seems to have a good grip on portability, including around ease-of-use and battery life. But the tented shape of the mouse doesn’t look particularly comfortable, especially for long-term use. When folded, the mouse makes a nearly 90-degree angle that your…