Hurricane Helene moved a Virginia bridge; its $195.5M replacement opens

'Keeping future of students in mind': Nadda after quashing of FIRs against NEET protesters

How to diagnose and fix blurry or shimmering sprites in Godot 4 pixel art

Blurry pixel-art sprites in Godot 4 can stem from several distinct issues, including texture filtering, fractional movement, camera interpolation, or sprite-sheet bleeding — and misidentifying the cause wastes debugging time. A reliable first step is to pause the character and camera to determine whether the blur appears at rest or only during motion, as each points to a different root cause. Setting the Sprite2D or AnimatedSprite2D texture filter to Nearest prevents pixel blending, while ensuring positions and scales remain whole integers keeps pixel art crisp during movement. Developers should also verify that sprite-sheet geometry matches slicer settings, that animation frames share a consistent canvas size and foot baseline, and that physics updates and render interpolation are not working against each other. Godot's official documentation on jitter, stutter, and input lag offers additional guidance for separating rendering artifacts from movement-related problems.

Branch-Level Refactor Workflow Offers Safer Way to Modernize Legacy Code

A software development workflow described on DEV Community proposes refactoring legacy codebases one conditional branch at a time, rather than one line at a time, to reduce the risk of shipping hidden bugs. The approach begins by generating characterization tests that record the existing behavior of a function — including side effects — into a JSON snapshot before any changes are made. This snapshot acts as a behavioral contract, ensuring that each subsequent refactor can be verified against the original output. The method is demonstrated using a messy Python function with three independent conditional branches and a global side effect list. The author notes the workflow is compatible with AI-assisted tools for branch discovery but does not require them.

Understanding React useEffect: Synchronization, Dependencies, and Cleanup Explained

React's useEffect hook is designed to synchronize a component with external systems such as network connections, timers, WebSockets, and third-party libraries. It runs after React commits changes to the DOM, and its behavior is controlled by a dependency array that determines when re-synchronization is needed. React compares dependency values using Object.is, and any reactive value read inside the effect should be listed as a dependency to avoid subtle bugs. When a dependency changes, React first runs the previous effect's cleanup function before executing the new setup, ensuring external systems stay in sync. Misunderstanding these mechanics — such as omitting dependencies or suppressing lint warnings — can lead to stale data, infinite loops, or unexpected re-renders.

Developer builds retro Windows 95-style portfolio using Next.js 15 and Framer Motion

A developer has created a personal portfolio website styled after the classic Windows 95 operating system, standing out from conventional portfolio designs. The site features a teal desktop background, draggable and resizable windows, clickable icons, and a retro boot animation that plays on page load. It was built using Next.js 15 with App Router, Tailwind CSS for styling, Framer Motion for animations, and TypeScript for type safety. The portfolio includes sections for projects, writing, and a functional contact form, and is deployed on Vercel. Despite its rich animations, the site reportedly achieves a perfect score of 100 on Google Lighthouse's SEO audit.

Without new landers or rovers, it's helicopters or bust for NASA's Mars program

NASA's cost estimate for SR-1 Freedom is $2.1 billion, but that doesn't include the helicopters.

Dev shares hard lessons from deploying LLM features in production

A developer writing for DEV Community recounts building an AI-powered support ticket classifier for a client, only to face a series of failures after moving from demo to production. Issues included malformed model outputs crashing the backend and the LLM inventing non-existent priority categories, highlighting how non-deterministic AI outputs break standard software assumptions. The author resolved output reliability by separating model inference from structured data extraction, letting deterministic code enforce schemas rather than relying on prompts alone. Context window overflows in production led to a shift toward vector database retrieval, cutting token costs by 60% and improving response quality. The key takeaway is that production AI integration demands the same engineering rigour as any data system — including validation layers, context management infrastructure, and quality monitoring beyond standard HTTP error tracking.

Tim Cook steps down as Apple CEO after 15 years, John Ternus takes over

Tim Cook is stepping down as Apple's CEO after 15 years in the role, with hardware chief John Ternus named as his successor. Cook took over in 2011 from co-founder Steve Jobs, inheriting a company already riding high on the success of the Mac, iPod, and iPhone. During his tenure, Cook oversaw the launch of numerous new products, services, and features that became central to Apple's identity. His 15-year run included notable highs and lows, but he is widely credited with cementing Apple's status as one of the world's most valuable companies.

Why Follow-Up Questions, Not First Answers, Reveal True Technical Expertise

In technical interviews, the most revealing moment is not the initial answer but the follow-up question built directly from the candidate's own words. Experienced interviewers use a consistent pattern: ask broadly, then drill into specific phrases the candidate used, quickly reaching territory no rehearsed answer can cover. This technique distinguishes those who have merely read about a concept from those who have actually worked with it, since definitions are easy to memorize but second-layer knowledge — trade-offs, failure conditions, and real-world costs — is not. Follow-up questions typically fall into six recognizable categories: definition, mechanism, boundary, cost, alternative, and scale probes. Candidates can prepare by reviewing their own answers, identifying every technical term they would struggle to unpack, and treating that list as their true interview agenda.

UK Police Expand Secret Predictive Policing Tools to Flag High-Risk Individuals

British authorities have been developing algorithmic systems to identify individuals deemed likely to commit serious crimes before any offence occurs, with the College of Policing's V1000 proposal seeking to flag the 1,000 men in England and Wales most likely to commit predatory offences against women and girls. The scheme builds on London's existing V100 programme, launched in 2023, which ranks 100 men monthly by assessed risk and had contributed to over 200 convictions by autumn 2025. Home Secretary Shabana Mahmood incorporated V1000 into a sweeping policing white paper unveiled in late January 2026. Separately, freedom-of-information documents published by Statewatch in April 2025 revealed the Ministry of Justice had quietly developed a Homicide Prediction Project, ingesting data on up to 500,000 people and using variables such as mental health history, disability and self-harm to model murder risk. Civil liberties groups have raised serious concerns about discrimination, lack of transparency, and the absence of any mechanism for individuals to challenge or even view their risk assessments.

Sennheiser Momentum 5 Wireless Review: 57-Hour Battery and Replaceable Cells

Sennheiser has released the Momentum 5 Wireless, the latest iteration of its flagship over-ear headphone lineup. The headphones offer up to 57 hours of battery life, a notable upgrade for long-duration listeners. A key feature is the user-replaceable battery design, making it easier to extend the product's lifespan. The Momentum 5 Wireless was reviewed by Wired as part of its 2026 coverage of premium audio gear.

NJ Woman Fights Eminent Domain After Paying $40,000 for Land Eyed for Housing

A South Jersey woman is legally challenging her township's attempt to seize land she purchased for $40,000. Middle Township authorities want to acquire the property to make way for a 340-home residential development. The woman argues that the forced acquisition does not serve a genuine public interest. Despite ongoing legal proceedings and negotiations, no resolution has been reached between the two parties. The case highlights broader concerns about the impact of eminent domain on marginalized communities.

OpenStreetMap Community Flags Lake Ontario Renamed 'Lake America' on Map

An issue was raised in the OpenStreetMap community forum regarding Lake Ontario appearing under the altered name 'Lake America' on the platform. The post, which garnered 13 points and one comment on Hacker News, highlighted an apparent unauthorized or erroneous edit to the map data. OpenStreetMap relies on community contributors to both update and moderate its map entries, making it vulnerable to occasional vandalism or mistakes. Community members are expected to review and revert such changes through the platform's collaborative editing process.

SC quashes FIRs against NEET protesters

Couldn't enrol for EPF? Act by October 31 under EEC

Three killed in Gaza City amid reported Israeli military strikes

Three people were killed in Gaza City, according to local medics. The deaths occurred during what was reported to be an Israeli military operation involving air and artillery strikes. Local reports, which remain unconfirmed, indicate the strikes followed the discovery of a raid by an Israel-backed militia. The Israeli military's involvement has not been independently verified at this stage.

Best Sleep Trackers of 2026: Top Picks From Oura, Fitbit, and Eight Sleep

A hands-on review has identified the top sleep tracking wearables available in 2026 for different types of sleepers. The tested devices include products from Oura, Google Fitbit, and Eight Sleep. Each tracker was evaluated to determine its suitability for optimizing sleep quality. The review aims to help consumers choose the right device based on their individual sleep needs.

Singapore proposes full reserves and yield ban for stablecoin issuers

Singapore's financial regulator has put forward new rules requiring stablecoin issuers to hold 100% reserves against their issued tokens. The proposed framework also prohibits issuers from offering yields to holders. Authorities say the rules are designed to align with regulatory approaches already adopted in the United States and the European Union. The proposal additionally creates a pathway for foreign-issued stablecoins to receive official recognition in Singapore.

6 Killed, 14 Hurt as Vehicle Hits Truck on Haryana Expressway

A deadly road accident on a Haryana expressway left six people dead and fourteen others injured. The collision occurred when a vehicle rammed into a stationary or moving truck on the expressway. Police have launched a preliminary investigation into the cause of the crash. Early findings suggest the vehicle's driver may have fallen asleep at the wheel, leading to the accident.