Dark Mode with Minimal CSS: A Surprisingly Easy Implementation

2025-04-04

Feep! website now boasts a sleek dark mode, achieved with surprisingly minimal CSS. The author details three approaches: leveraging the browser's built-in dark mode via a `` tag; employing the `color-scheme` property for CSS control; and using `prefers-color-scheme` media queries for separate light and dark mode styles. Tips include using the `light-dark()` and `color-mix()` functions for color optimization, and cleverly handling images and code blocks with CSS filters. The result? An elegant dark mode switch with only a handful of added CSS lines, streamlining the development process considerably.

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Development browser native

AMD Q4 2024 Earnings: Datacenter Dominance, but Gaming Slumps

2025-02-06
AMD Q4 2024 Earnings: Datacenter Dominance, but Gaming Slumps

AMD reported impressive Q4 2024 and full-year results, with total revenue reaching $7.658 billion, a 24% year-over-year increase. The datacenter business was a standout performer, achieving record revenue of $3.86 billion, surpassing Intel for the first time and establishing AMD as the leading datacenter CPU vendor. However, sales of Instinct MI300-series GPUs fell slightly short of expectations. The client business saw strong growth, with revenue up 58% year-over-year. Conversely, the gaming segment experienced a significant downturn, with revenue plummeting 59% year-over-year. The embedded segment also saw a moderate decline. Overall, 2024 was a record year for AMD, but the weakness in the gaming sector is a concern.

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Google Expands AI-Powered Underage User Detection

2025-07-31
Google Expands AI-Powered Underage User Detection

Google is expanding its AI-powered age estimation technology to US users to identify underage accounts. The system analyzes search history and YouTube viewing habits to estimate age. If a user is deemed under 18, restrictions are implemented, including limited YouTube recommendations, disabled Maps Timeline, no personalized ads, and blocked access to adult apps on the Play Store. Users can appeal misidentification by uploading ID. This move reflects a global push for stronger online child safety measures, with governments in the US and UK pressuring tech companies to enhance protections.

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Tech

Massive MicroSD Card Survey Exposes Fakes and Performance Discrepancies

2025-07-02
Massive MicroSD Card Survey Exposes Fakes and Performance Discrepancies

Tech enthusiast Matt Cole launched a massive MicroSD card survey, testing over 200 cards and writing over 18PB of data. The results revealed counterfeit cards, inflated capacities, and huge performance discrepancies. Cole used 8 machines and 70 card readers, writing 101TB of data daily to assess authenticity, performance, and endurance. The report features comprehensive charts allowing users to quickly understand the pros and cons of different brands and models, recommending top performers like the Kingston Canvas Go! Plus. The survey also found significant performance differences between cards of the same brand purchased from different platforms, for example, Amazon vs. AliExpress.

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How to Disable Apple Intelligence on Your iPhone

2025-01-13
How to Disable Apple Intelligence on Your iPhone

Apple's new AI feature, Apple Intelligence, offers convenient tools but consumes 7GB of storage and may not be useful for everyone. This article provides a step-by-step guide on how to disable individual Apple Intelligence features, including Writing Tools, Image Creation, and notification summaries, as well as how to completely turn off Apple Intelligence. Note that completely disabling it and freeing up storage requires a device reset.

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Tech

Beyond 'Vibe Coding': Practical Guide to Shipping Real Code with Claude

2025-06-07

This post details the author's team's experience in boosting software development efficiency using Claude. It critiques the risks of relying solely on AI 'vibe coding', emphasizing the importance of robust development practices. Three AI-assisted development modes are proposed: AI as first-drafter, pair-programmer, and validator. The article highlights the crucial role of CLAUDE.md documentation and anchor comments in large-scale projects, and underscores the paramount importance of writing tests—a task AI should never handle. The author stresses that tests represent human intent and are key to preventing AI-introduced errors. Further discussion covers token management, fresh Claude sessions, fostering the right team culture, and offers actionable advice.

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Development

Tackling High Memory Consumption When Parsing Large JSON Files with Pydantic

2025-05-22
Tackling High Memory Consumption When Parsing Large JSON Files with Pydantic

High memory consumption is a common problem when using Pydantic to process large JSON files. This article analyzes the reasons for high memory usage with Pydantic's default JSON loading and proposes two solutions: using the ijson library for incremental JSON parsing to reduce memory usage during parsing, and converting Pydantic models to dataclasses with `slots` to reduce object memory consumption. Experimental results show that combining these two methods can reduce memory usage to one-fourth of the original, effectively solving the memory bottleneck of processing large JSON files.

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In Memoriam: Michael Ryabushkin, Champion of the SoCal Python Community

2025-05-16
In Memoriam: Michael Ryabushkin, Champion of the SoCal Python Community

Michael Ryabushkin, a cornerstone of the SoCal Python community, passed away in May 2025. Tributes poured in, remembering his immense contributions to the community and his warmth and generosity as a mentor, friend, and colleague. He organized countless Python events, helped numerous developers find jobs and career paths, and even offered selfless support during others' darkest hours. His passion, humor, and selfless dedication will be deeply missed.

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Development in memoriam

tinyio: A Minimalist Event Loop for Python

2025-07-27
tinyio: A Minimalist Event Loop for Python

Tired of asyncio's complex error handling? tinyio is a dead-simple (~200 lines) event loop for Python, designed for ease of use and robust error handling. It uses `yield` instead of `await`, providing a straightforward API. Upon an error in any coroutine, tinyio cancels all coroutines and provides detailed tracebacks for easy debugging. It supports nested loops and thread operations, making it ideal for simple tasks, especially when straightforward error semantics are desired.

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Development

NetChoice Sues Maryland Over Child Online Protection Law

2025-02-03
NetChoice Sues Maryland Over Child Online Protection Law

NetChoice has filed its tenth lawsuit challenging state internet regulations, this time targeting a Maryland law designed to protect children from harmful online content. NetChoice argues the law is an unconstitutional speech restriction, pointing to Maryland's existing online privacy laws. Building on previous Supreme Court victories establishing content moderation as First Amendment protected, NetChoice challenges a reporting requirement mandating platforms report their services' impact on children. They contend this allows subjective determination of 'best interests of children', leading to discriminatory enforcement. NetChoice maintains that even well-intentioned child safety measures can backfire, potentially creating data vulnerabilities. The lawsuit highlights the ongoing tension between online safety and free speech.

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Tech

Chrome Extension Localhost Vulnerability: Sandbox Escape

2025-05-01
Chrome Extension Localhost Vulnerability: Sandbox Escape

A critical Chrome extension security vulnerability has been discovered. Malicious extensions can communicate with locally running Model Context Protocol (MCP) servers, bypassing Chrome's sandbox and accessing sensitive resources like the local filesystem, Slack, WhatsApp, and potentially achieving complete host takeover. This vulnerability affects any Chrome extension without needing special permissions. The root cause is the common lack of authentication in MCP servers, allowing unauthenticated access. Researchers demonstrated accessing the filesystem and Slack. This highlights the urgent need for enhanced security when running local MCP servers and presents a significant enterprise security threat.

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Cloudflare's GDPR Compliance Questioned After Year-Long Email Spam

2025-06-23
Cloudflare's GDPR Compliance Questioned After Year-Long Email Spam

A user, after canceling their Cloudflare account over a year ago, continues to receive marketing emails despite repeated requests for removal. Despite contacting the CTO and Data Protection Office, the issue persists. The user alleges Cloudflare's non-compliance with GDPR, highlighting apparent mismanagement of customer data, including an inability to accurately track customer numbers. The escalation to Cloudflare's highest levels has yielded no resolution, raising serious concerns about their data privacy practices.

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Tech

YC-backed Infisical Hiring Solutions Engineer

2025-01-04
YC-backed Infisical Hiring Solutions Engineer

Infisical, a Y Combinator-backed open-source secret management platform, is hiring a Solutions Engineer. Processing over 100M secrets daily, they serve clients ranging from large enterprises to fast-growing startups. The role requires experience in development or systems engineering and a customer-facing background. Responsibilities include ensuring customer success, expanding into new use cases, and improving the product. Infisical offers competitive salary and equity, plus benefits.

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Development Solutions Engineer

Ultrasonic Deep Drawing Cuts Friction by 20%, Extends Tool Lifespan

2025-03-08
Ultrasonic Deep Drawing Cuts Friction by 20%, Extends Tool Lifespan

Fraunhofer IWU has developed VibroDraw, a groundbreaking ultrasonic deep drawing process that reduces friction by at least 20%. By integrating ultrasonic vibrations, the process minimizes material damage, extends tool lifespan, and increases production efficiency. Successfully applied to manufacturing cell housings for electric vehicle batteries, VibroDraw promises to enable larger cell formats, leading to improved range and energy density.

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c/ua: A Lightweight Framework for AI Agents to Control Full Operating Systems

2025-04-23
c/ua: A Lightweight Framework for AI Agents to Control Full Operating Systems

c/ua (pronounced "koo-ah") is a lightweight framework enabling AI agents to control full operating systems within high-performance, lightweight virtual containers. Achieving up to 97% native speed on Apple Silicon, it works with any vision language model. It integrates high-performance virtualization (creating and running macOS/Linux VMs on Apple Silicon with near-native performance using Lume CLI and Apple's Virtualization.Framework) and a computer-use interface & agent, allowing AI systems to observe and control virtual environments, browsing the web, writing code, and performing complex workflows. It ensures security, isolation, high performance, flexibility, and reproducibility, with support for various LLM providers.

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AI

Software Dev Job Postings Plummet: The GenAI Impact and What's Next

2025-02-21
Software Dev Job Postings Plummet: The GenAI Impact and What's Next

Recent data reveals a dramatic drop in software developer job postings, significantly exceeding declines in other sectors. This sparks debate about the impact of Generative AI (GenAI). The article explores several contributing factors: GenAI tools boosting developer productivity, leading to reduced hiring; high-interest rates impacting recruitment; and the lingering effects of tech's 2021-2022 overhiring. However, the author argues this doesn't signal industry shrinkage. GenAI might create new opportunities, such as providing software development services for non-developers and increased demand for developers to refine AI-generated code. Smaller, more efficient engineering teams may become the norm, and AI tools will reshape the software development landscape.

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Tech

The Pains and Pleasures of Typeface Licensing: A Designer's Perspective

2025-08-14
The Pains and Pleasures of Typeface Licensing: A Designer's Perspective

A designer shares their experiences navigating typeface licensing across numerous projects. High-quality commercial fonts and supporting independent foundries are key considerations. However, varying licensing terms from different foundries create complexities. The article explores ideal licensing features: clear and easily accessible terms, shareable shopping carts, straightforward payment options, flexible pricing models, and the ability to subset fonts. The author highlights the need for a balance between foundry needs and client usability for a smoother workflow.

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Metamaterials: AI-Accelerated Design Towards Invisibility Cloaks and Beyond

2025-09-22
Metamaterials: AI-Accelerated Design Towards Invisibility Cloaks and Beyond

Metamaterials, materials with properties derived from their engineered structure rather than chemical composition, are poised to revolutionize various fields. This article explores how AI accelerates their development by generating massive training datasets through simulation and employing generative models to predict material structures. Applications range from 6G networks and augmented reality to space technology. While perfect invisibility cloaks remain a challenge, the high sensitivity of metamaterials at specific frequencies makes them highly promising for sensing and telecommunications.

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Solferino: The Unexpected Birthplace of International Law

2025-04-16
Solferino: The Unexpected Birthplace of International Law

Following the Battle of Solferino in 1859, Swiss businessman Henry Dunant, witnessing the horrific aftermath, was profoundly moved. His firsthand experience in aiding the wounded led to the creation of the International Committee of the Red Cross and the subsequent Geneva Conventions, laying the groundwork for modern international law. Despite a tumultuous personal life, Dunant's contribution to international cooperation and humanitarianism remains significant, his ideals continuing to shape global peace and development.

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The VC Bubble Bursts: A Looming Winter?

2025-08-28

An analysis based on SEC Form D filings reveals an impending VC bubble burst. By tracking the number of Form Ds containing phrases like "Fund I", "Fund II", etc., the author shows that VC fund raising peaked in Q3 2022 before sharply declining. This is linked to the surge in VC funds during low-interest rate periods and the rise of "SPV-as-a-service" companies. The author predicts a significant decrease in available VC funding, driven by the typical 10-year lifespan of funds and a 2-4 year deployment period, now passing its peak. This coincides with the AI investment boom, leading to inflated valuations. The author concludes that future funding will drastically decrease, valuations will fall, many companies will struggle, and the AI hype cycle will cool.

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Startup

Solving a 25-Piece Wooden Puzzle with Haskell: Part I

2025-09-20

The author received a challenging 3D puzzle consisting of 25 identical wooden pieces and, after struggling to solve it manually, decided to leverage the power of the Haskell programming language. This is the first of a two-part series focusing on modeling the problem. The author models the space as a 3D grid, using vectors to represent positions and defining data structures for a single piece and its arrangement in space. The article details how linear algebra and Haskell features are used to represent rotations and translations of the pieces, generating a candidate list of all possible arrangements. The article ends with a cliffhanger, leaving the solution of finding the correct arrangement from the candidates to the second part.

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Development 3D Puzzle

Microsoft Pushes Trump Admin to Relax AI Chip Export Restrictions

2025-02-27
Microsoft Pushes Trump Admin to Relax AI Chip Export Restrictions

Microsoft is pressing the Trump administration to loosen and simplify a new system restricting sales of cutting-edge U.S. AI chips to much of the world. In a blog post, Microsoft called for easing limits on chips used in data centers for training AI models, exempting U.S.-friendly nations like India, Switzerland, and Israel. These countries fall under the second tier of a three-tier export control system.

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Tech

Journal Snatchers Turn Reputable Academic Titles into Predatory Publications

2025-04-21
Journal Snatchers Turn Reputable Academic Titles into Predatory Publications

Research integrity analysts have uncovered a disturbing trend: companies are acquiring reputable scholarly journals and transforming them into predatory publications with questionable practices. A recent study identified at least 36 journals that underwent this transformation after being purchased by a network of newly established international companies. These journals, previously indexed by databases like Scopus, were acquired for hundreds of thousands of euros each. Post-acquisition, the journals often increased article-processing charges, dramatically increased publication volume, and published papers outside their original scope, hallmarks of predatory publishing. While some companies deny the allegations, the lack of transparency and the absence of ownership information on journal websites raise serious concerns about academic integrity and the need for stronger regulation.

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One-Click RCE in ASUS DriverHub: A Shocking Vulnerability

2025-05-11

A security researcher discovered a critical vulnerability in ASUS's pre-installed DriverHub software allowing for one-click remote code execution (RCE). The vulnerability stems from insecure RPC handling, enabling attackers to bypass origin checks and execute arbitrary code with administrative privileges. The researcher responsibly disclosed the flaw, and ASUS has since released a patch. Importantly, this impacts any system with DriverHub installed, not just ASUS motherboards. The researcher's detailed exploit chain highlights the severity and potential impact of this vulnerability.

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Tech ASUS

Cold Water Immersion and Health: A Systematic Review and Meta-Analysis

2025-02-08
Cold Water Immersion and Health: A Systematic Review and Meta-Analysis

A new systematic review and meta-analysis investigated the health effects of cold water immersion (CWI). Eleven randomized controlled trials involving 3177 participants were included. Results showed CWI caused an immediate increase in inflammation but decreased stress after 12 hours. The impact on immunity was inconclusive. While some evidence suggests CWI may improve sleep quality and quality of life, more high-quality research is needed to confirm benefits and determine optimal applications.

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Drone Deliveries: Navigating the Murky Legal Airspace

2025-06-02
Drone Deliveries: Navigating the Murky Legal Airspace

The rise of drone delivery services has brought to light significant legal ambiguities surrounding airspace ownership and privacy. Current regulations are unclear, leaving many practical questions unanswered regarding homeowners' rights to prevent drones from flying over their property. The article explores the conflict between landowners' rights and the public interest in utilizing drone technology. A proposed solution involves legally defining the height to which private property extends into the airspace, perhaps 60-70 meters. Below this, drone operators would need landowner consent; above, designated air corridors would be established. This approach aims to balance the needs of homeowners and the burgeoning drone delivery industry.

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Tech

China's EV Sales to Surpass Traditional Cars Years Ahead of West

2025-01-04
China's EV Sales to Surpass Traditional Cars Years Ahead of West

China's electric vehicle (EV) sales are projected to surpass those of traditional combustion engine cars in 2025, a milestone years ahead of Western rivals. Investment banks and research firms predict a 20% year-on-year growth in EV sales, exceeding 12 million units, significantly outpacing forecasts and official targets. Simultaneously, traditional car sales are expected to decline by over 10%. This surge is attributed to China's advancements in domestic technology, secured global supply chains, and economies of scale leading to lower consumer prices. While growth is slowing from its post-pandemic peak, China is poised to achieve its 50% EV sales target by 2035—a decade early. This rapid rise presents a significant challenge to established automakers in Germany, Japan, and the US, forcing them to accelerate their EV transitions.

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Eco-Friendly Laptop Stand Made from Recycled Paper

2025-01-11
Eco-Friendly Laptop Stand Made from Recycled Paper

Seoul-based design firm grape lab has created the g.stand, a laptop stand made from a single sheet of recycled paper. Weighing only 45g, it's sturdy enough to hold even the heaviest laptops. Its origami-inspired design provides optimal viewing and typing angles, while strategically placed creases ensure proper ventilation. Collapsing to a mere 3cm for easy portability, its carrying case doubles as a phone stand. This sustainable and stylish product retails for around $22.

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Is AGI Here? No, It's 'Jagged AGI'

2025-04-20
Is AGI Here?  No, It's 'Jagged AGI'

Recent AI models like OpenAI's o3 and Google's Gemini 2.5 Pro show stunning advancements, even completing complex tasks like marketing campaigns and website building. Economist Tyler Cowen suggests this signifies the arrival of AGI. However, the article argues these AIs exhibit uneven capabilities, excelling in some areas while failing at simple ones – a concept termed 'Jagged AGI'. This uncertainty makes the definition and impact of AGI unclear, suggesting its application and societal integration could be a lengthy process, or potentially see rapid adoption. The future remains uncertain.

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AI
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