Author: Carter

**Lima v2.2: Expanding Virtual Machine Support to Windows and Introducing TPM 2.0 Emulation** Lima, a CNCF sandbox turned incubating project, continues to break barriers in virtual machine management. Originally designed to simplify running containers on laptops by promoting containerd to Mac users, Lima has evolved into a versatile tool for launching local virtual machines across various operating systems. With the recent release of Lima v2.2, the project takes a significant leap forward by adding experimental support for Windows guests and emulated TPM 2.0, further solidifying its position as an OS-agnostic VM launcher. **Windows Guests: A New Frontier** Lima v2.2 introduces…

**IoT Botnet Dysphoria: A New Era of Blockchain-Based Attacks** The landscape of IoT botnets has taken a concerning turn with the emergence of Dysphoria, a sophisticated malware family that leverages blockchain technology to hide its command and control (C2) infrastructure. According to a recent report jointly published by X Lab (the research arm of QAX) and the National Computer Network Emergency Response Technical Team/Coordination Center of China (CNCERT), this botnet has infected over 200,000 devices since its first appearance in March 2026. Unlike traditional botnets, Dysphoria utilizes Ethereum and Solana blockchain domains to dynamically retrieve C2 server addresses, effectively bypassing…

**Apple Upgrade: Should You Lease Your Next iPhone, Mac, or Apple Watch?** Apple has officially entered the world of device leasing with its new **Apple Upgrade** program. Designed as a modern alternative to its old iPhone Upgrade Program, Apple Upgrade offers a flexible way to get the latest Apple hardware without the long-term commitment of ownership. But is it right for you? Let’s break down everything you need to know. ### What Is Apple Upgrade? Apple Upgrade is a buy-now, pay-later leasing program powered by Klarna. Instead of purchasing a device outright or entering a multi-year financing agreement, customers can…

**From Hacker to Defender: Tal Kollander’s Journey to Protecting the Digital World** Tal Kollander’s history divides neatly into two halves: first as an active hacker and then as the block that stops hacks. Based in Tel Aviv, Israel, Tal Kollander has the mindset of a hacker (we’re talking specifically about computer hackers). She believes hackers use creative skills to access computers by ‘non-legit’, basically criminal but creative, methods. A hacker to Kollander is anyone who accesses a computer without proper authorization to do so. Hackers are then subdivided by their subsequent actions. A ‘good’ hacker will report findings to the…

**The Truth About Bitcoin Blockchain Images: What You Need to Know** For years, discussions around Bitcoin have sparked debates about the possibility of storing images and arbitrary data directly on the blockchain. Some see it as an innovative art movement, while others criticize it as a misuse of Bitcoin’s intended purpose. But what does the reality look like? In this article, we’ll explore whether images truly exist on the Bitcoin blockchain and what this means for those running full nodes to maintain financial sovereignty. ### Scanning the Bitcoin Blockchain for Images To get to the bottom of this, I conducted…

**Registration is Open for RoboBusiness 2026: A Celebration of 20 Years of Robotics Innovation** Registration is now open for **RoboBusiness 2026**, the premier event for commercial robotics developers, which will take place on **October 20 and 21, 2026**, at the Santa Clara Convention Center. Produced by *The Robot Report* and its parent company Arrowfly, this year’s event marks a significant milestone: the 20th anniversary of RoboBusiness. The conference will look back on two decades of driving progress and innovation within the robotics industry. The event will bring together a diverse group of experts and leaders in robotics and AI, offering…

**Practical Constraint Decoding: A Guide to Structured LLM Output Generation** **Introduction** Practical constraint decoding, also known as structured generation or guided decoding, encompasses the engineering strategies to force a large language model (LLM) to generate text outputs that strictly abide by a specified data schema, grammar, or regular expression (regex) at the token selection stage. With the introductory guide to practical constraint decoding in this article, you’ll no longer need to beg your model to “output valid JSON without including any markdown”, just to cite an example. Constraint decoding makes it mathematically impossible for the LLM to deliver anything outside…

## Understanding Internet Disruptions: A Look at Q2 2026 Like most infrastructure, the Internet’s fragility is easy to overlook — as long as it’s working. When it fails, its complexity comes into full view. Cloudflare is in a unique position to detect and document the moments when one of the interrelated systems the Internet depends on breaks down and connectivity suffers as a result. Each quarter, we summarize the disruptions we detect and annotate on **Cloudflare Radar**. In Q2 2026, **Super Typhoon Sinlaku** just north of Guam caused the longest outage, while government-mandated shutdowns during exam periods in Sudan were…

**Unlocking Scalable IoT Connectivity with Kigen’s eSIM Starter Kit** The Internet of Things (IoT) is evolving rapidly, and with it, the need for seamless, scalable, and secure connectivity management. Kigen is at the forefront of this evolution, opening access to its **IoT eSIM Starter Kit** for qualified businesses. This initiative enables companies to test secure, scalable eSIM activation and remote SIM provisioning in real-world conditions, paving the way for broader adoption of the GSMA SGP.32 IoT eSIM standard. — ### **What’s in the Kigen IoT eSIM Starter Kit?** The Kigen IoT eSIM Starter Kit is a comprehensive solution tailored for…

**Guardoc Health Transforms Clinical Documentation with Amazon Nova on Bedrock** In the high-stakes world of long-term care, clinical documentation is both a foundational practice and a significant liability risk. Errors in patient records can cascade into denied Medicare claims, audit fines, and, most critically, compromised patient outcomes. Guardoc Health, a specialist in documentation software for long-term care providers, is tackling this challenge head-on by deploying Amazon Nova models via Amazon Bedrock to process over one million clinical documents daily. Their approach demonstrates how AI, when implemented with a clear understanding of risk and cost, can fundamentally improve compliance and patient…