The article argues that despite AI tools like Copilot and Claude accelerating code generation, computer science fundamentals remain essential. AI excels at boilerplate code but cannot make architectural decisions, understand business context, or anticipate scaling needs — it generates code within decisions humans must still make deliberately.
Ghostling is a minimal demo terminal built on the libghostty C API using Raylib for rendering, showcasing the flexibility of embedding Ghostty's core terminal emulation in a single C file. Libghostty-vt is a zero-dependency library extracted from Ghostty that provides SIMD-optimized VT parsing, full terminal state management, and Unicode support, proven by millions of Ghostty GUI users. Despite being minimal, Ghostling supports 24-bit color, text reflow, mouse tracking, Kitty keyboard protocol, and most Ghostty emulation features, while GUI features like tabs, splits, and search UI are left for consumers to implement.
Hachette pulled Mia Ballard's horror novel Shy Girl from the UK market and canceled US publication plans after a New York Times investigation and multiple allegations suggested significant AI use in the writing. The self-published book had gained social media buzz in 2025, but critics, a viral Reddit post, a YouTube video with 1.2 million views, and AI detection company Pangram all flagged the prose as likely AI-generated. Ballard denies the allegations.
A team rebuilt their Rust-to-WASM parser in TypeScript and achieved a 3x speed improvement. The bottleneck was not Rust's execution speed but the WASM-JS boundary overhead—serializing/deserializing data between runtimes. Eliminating the boundary entirely by rewriting in TypeScript, which runs natively in V8, removed the overhead and significantly improved streaming latency.
Emerging tech hubs in cities like Bengaluru and Ahmedabad are challenging Silicon Valley's dominance by leveraging small, agile teams powered by AI agents to build enterprise-grade products at unprecedented speed. The democratization of software creation through generative AI and prompt-driven workflows has lowered barriers to entry, enabling developers in emerging markets to architect full-stack applications without massive funding or large engineering teams. This shift is transforming hackathons from throwaway prototype sprints into structured build incubators, redistributing innovation power away from established technology monopolies.
The article describes building a content performance benchmarker using Node.js and the SociaVault API that compares a creator's metrics against niche-specific, tier-specific, and platform-specific peer groups rather than useless global averages. It walks through constructing peer groups by follower tier (nano to mega), fetching per-peer post data, and computing statistical benchmarks like percentile rankings and z-scores.
The article argues that the industry is over-indexing on multi-agent systems, when most production use cases work better with simpler single-agent or workflow architectures. It introduces the 'autonomy slider' framework with five levels of agent architecture, providing concrete decision criteria for choosing the right level of autonomy. Drawing from Anthropic's engineering guidance, the author emphasizes that if you can draw the flowchart, you don't need an agent.
VidaBay's Classic Plus NFC E-Ink Fridge Magnet is a Polaroid-style digital photo frame with a color E Ink screen that requires no battery, drawing power solely from a smartphone's NFC chip during photo transfer. Priced at $35.99 ($29.99 on sale), the device uses E Ink Spectra 3100 technology originally designed for retail signage, which limits its color reproduction to black, yellow, red, and white compared to higher-end E Ink displays.
Qwen3.5-9B running locally on a MacBook Pro M5 scores 93.8% on HomeSec-Bench, within 4 points of GPT-5.4, at 25 tok/s using only 13.8 GB unified memory with zero API costs. HomeSec-Bench is a 96-test evaluation across 16 suites designed to assess LLMs on real home security workflows including security classification, event deduplication, and tool use. Local models also demonstrate competitive latency, with Qwen3.5-35B-MoE achieving lower TTFT than all OpenAI cloud models.
Flash-KMeans is a proposed method for performing exact K-Means clustering with improved speed and memory efficiency. The paper presents optimizations that maintain exact results while reducing computational and memory overhead compared to standard K-Means implementations.
Brow was built as a native Swift app instead of using Electron because deep macOS system integration—window management, clipboard, hardware stats, accessibility hooks—requires direct access to native frameworks. The article contrasts this with Raycast's approach of a native core with a React/TypeScript extension ecosystem, arguing that while web-based extensions boost ecosystem growth, they introduce mediation overhead that conflicts with tight system-level product design.
The Trump administration released a legislative framework to create a unified federal AI policy, preempting state-level AI regulations in favor of a centralized, innovation-friendly approach. The framework outlines seven objectives prioritizing AI growth and scaling, places child safety responsibility largely on parents, and proposes nonbinding expectations for platform accountability. White House AI czar David Sacks champions this light-touch regulatory strategy, which critics may see as undercutting states' recent efforts to regulate AI development and use.
Oregon Governor Tina Kotek visited Estacada High School to assess the impact of her executive order banning cell phone use in K-12 public schools. Teachers and students reported improved classroom engagement, better discourse, and reduced distractions, with every public school district in Oregon now in compliance with the ban.
An AI safety researcher who runs six OpenClaw agents for startup operations built Clawnitor, a monitoring and safety plugin, after incidents like a Meta director's agent deleting 200+ emails due to lost context. Clawnitor enforces safety at the execution layer via event capture, smart rules, automatic kill switches, and AI anomaly detection based on 72-hour behavioral baselines. The system addresses the fundamental fragility of prompt-level safety by structurally preventing agents from breaking rules rather than relying on instruction compliance.
Super Micro's shares dropped 25% after its co-founder was charged in a $2.5 billion AI chip smuggling plot. The criminal charges have significantly impacted investor confidence in the company.
Palantir's developer conference showcased its expansion from defense-focused AI into the commercial sector, with 120% year-over-year commercial growth fueled by generative AI. The company evolved from embedding engineers at client sites to enabling customers to build their own tools, with CTO Shyam Sankar describing their products as 'Iron Man suits for cognition.' Keynotes featured military officials and corporate executives from diverse industries, reflecting Palantir's broadening reach beyond the Pentagon.
RedwoodSDK 1.0 has been released, built on Vite, React Server Components, and Cloudflare. On the React Native side, Expo UI now supports Jetpack Compose, and a new animation library offers an alternative to Reanimated. TC39's Temporal proposal has reached stage 4, and Vite 8 was announced at Vue.js conf.
A Java order-processing app was optimized from 1,198ms to 239ms (5x throughput, 87% less heap, 79% fewer GC pauses) by fixing eight common anti-patterns including string concatenation in loops, O(n²) stream iteration, autoboxing, exceptions for control flow, and virtual thread pinning. These patterns compile and pass code review but cause significant performance degradation that profiling tools like Java Flight Recording can reveal.
Large-scale object storage systems face the challenge of achieving petabyte-per-second throughput from HDDs limited to ~200 MB/s each, compounded by seek time penalties, constant drive failures, and complex request routing. Erasure coding replaces triple replication to reduce storage overhead from 200% to ~37%, while splitting data across many drives enables parallel reads that actually improve latency rather than worsening it.
HP allegedly imposed mandatory 15-minute wait times on support callers in several European countries to push customers toward digital self-service options. Internal communications revealed the artificial delays were designed to influence adoption of online support tools. After backlash from customers and employees, HP lifted the policy and reaffirmed its commitment to timely live phone support.
Every HTTP request carries the sender's IP address, which reveals more than just geography—including ISP, organization, ASN, connection type, and proxy usage. IP geolocation is accurate to the country level (99%+) but drops significantly at the city level (50-80%), with mobile and VPN IPs being particularly unreliable. Beyond location, IP lookups expose organizational ownership via WHOIS data and ASN, enabling developers to categorize traffic for rate limiting, fraud detection, and access control.
OpenAI is redirecting its research efforts toward building a fully automated AI researcher, a multi-agent system capable of independently tackling large, complex problems across math, science, and policy. The company plans to deliver an autonomous AI research intern by September and a full multi-agent research system by 2028, as outlined by chief scientist Jakub Pachocki. This new 'north star' integrates OpenAI's work on reasoning models, agents, and interpretability amid growing competition from Anthropic and Google DeepMind.
Sonar is a lightweight CLI tool that displays all processes listening on localhost ports, including Docker container details, resource usage, and clickable URLs. It replaces manual lsof/grep workflows by letting users list, inspect, kill, and manage processes and containers directly by port number.
The ENTSO-E Expert Panel's final report on the 28 April 2025 blackout in continental Spain and Portugal identifies interacting factors—including oscillations, voltage control gaps, and cascading generator disconnections—as the root causes. The panel recommends strengthened operational practices, improved monitoring, closer coordination among power system actors, and adapted regulatory frameworks to prevent similar events.
Embarcadero has released RAD Studio 13.1 Florence Update 1, featuring a new Delphi Windows on Arm (Arm64EC) native compiler built on LLVM 20, enabling developers to compile existing codebases for Windows on Arm devices without Intel emulation. The update also includes Android/iOS platform updates, a new FireMonkey Style Designer, Delphi LSP engine improvements, and numerous IDE and UI enhancements.
The project presents an AI-powered career and internship advisor designed for students, featuring a memory module that retains user preferences, skills, and goals to deliver increasingly personalized recommendations over time. It addresses common student challenges such as unclear career direction, information overload, and lack of tailored guidance by combining machine learning, NLP, and adaptive learning to provide evolving career roadmaps and skill recommendations.
Fig Prompt is a tool that enables users to build Figma plugins using only a text prompt. It simplifies the plugin development process by removing the need for manual coding.
헥토파이낸셜은 임직원 대상으로 자기주식 21만8600주를 1주당 4만300원, 총 88억958만원 규모로 3월 16일 처분했다고 공시했다. 처분은 자사 주식계좌에서 대상자 증권계좌로 직접 이체하는 방식으로 진행됐으며, 처분가액은 당일 종가 기준이다.
A startup tracked its full signup funnel and discovered that of 12 users who reached the login screen, zero completed registration. By adding granular auth-flow analytics, switching from Telegram Login to email magic links as the primary auth method, and triggering the sign-up CTA after 1 demo message instead of 2, they addressed the key drop-off points. They now have live instrumentation to measure friction for the next cohort against a March 25 milestone of 10 returning users.
The 2Checkout API (now Verifone) provides RESTful endpoints for processing payments, managing subscriptions, and handling e-commerce transactions using API key authentication and JSON payloads. It supports 100+ currencies, tax/compliance automation, and serves over 45,000 merchants globally. The guide covers setup, authentication, subscription management, webhook handling, and troubleshooting for production-ready payment integration.