Caching Strategies for High-Performance, Low-Cost Websites

2025-05-16
Caching Strategies for High-Performance, Low-Cost Websites

This article details the caching techniques used on the author's websites, jasonthorsness.com and hn.unlurker.com. Different approaches are presented for various website types: mostly-static sites utilize content hashing, CDNs, and client-side caching; data-driven dynamic sites combine short-term cache-control headers, backend memory caching, single-instancing, and disk caching; and for authenticated sites, the author suggests prioritizing non-per-user components and leveraging collaborative caching between the browser and server. Through clever caching strategies, the author achieves high performance at a minimal cost, maintaining stability even under heavy traffic.

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Development

Apple TV+'s Marketing: A Producer's Bitter Pill

2025-04-26
Apple TV+'s Marketing: A Producer's Bitter Pill

Five years in, Apple TV+ struggles with mainstream traction despite hits like Ted Lasso. Producer Alex Berger, who created La Maison for the platform, blames Apple's abysmal marketing. Despite La Maison's success in Europe, Apple's lack of promotion rendered it largely unseen. This issue, Berger argues, is particularly acute for non-English language shows on the platform, highlighting a major flaw in Apple's streaming strategy.

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Tech

Par: An Experimental Concurrent Language with Interactive Playground

2025-02-06
Par: An Experimental Concurrent Language with Interactive Playground

Par is an experimental concurrent programming language attempting to bring the expressive power of linear logic to practice. It features unique properties: processes communicate via channels, each channel has at most two endpoints, and deadlocks are impossible. All values are channels, including lists, functions, and infinite streams. While Par currently lacks some features like primitive types and non-determinism, it already expresses rich concurrency. This article details Par's syntax, semantics, and examples, covering channels, signals, recursion, and expression syntax. An interactive playground lets users experience Par's concurrency.

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Development linear logic

Pope Francis Dies: A Controversial Reformer's Legacy

2025-04-21
Pope Francis Dies: A Controversial Reformer's Legacy

Pope Francis, 88, passed away on April 1st, 2025. The first Latin American pope, he charmed the world with his humble style and concern for the poor, but alienated conservatives with his critiques of capitalism and climate change. His papacy was marked by contradictions: embracing refugees, showing inclusivity towards the LGBTQ+ community, and pushing for reforms within the Vatican bureaucracy and finances. However, he also faced criticism for his handling of the Chilean clergy sexual abuse scandal. He attempted to bridge the gap between conservative and progressive factions within the Catholic Church, but ultimately left a complex and controversial legacy.

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Microsoft to Kill Off Windows Maps App

2025-04-25
Microsoft to Kill Off Windows Maps App

Microsoft has announced it will deprecate and remove the Windows Maps app from the Microsoft Store in July 2025. This follows the earlier removal of offline maps support and the app's exclusion from new Windows 11 24H2 installations. While still available for download, reinstallation will be impossible after July. Microsoft directs users to the Bing Maps web version. This move signals a streamlining of Microsoft's mapping services, focusing on its web-based offering.

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Gemini's Text-to-SQL: Challenges and Solutions

2025-05-16
Gemini's Text-to-SQL: Challenges and Solutions

While Google's Gemini text-to-SQL functionality initially impresses, real-world applications reveal significant challenges. Firstly, the model needs to understand business-specific context, including database schema, data meaning, and business logic. Simple model fine-tuning struggles to handle the variations in databases and data. Secondly, the ambiguity of natural language makes it difficult for the model to accurately understand user intent, requiring adjustments based on context, user type, and model capabilities. Finally, differences between SQL dialects pose a challenge for generating accurate SQL code. Google Cloud addresses these challenges through intelligent data retrieval, semantic layers, LLM disambiguation, model self-consistency validation, and other techniques, continuously improving the accuracy and reliability of Gemini's text-to-SQL.

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Republicans' Cruel Budget: Tax Cuts for the Rich, Cuts for the Poor

2025-05-19
Republicans' Cruel Budget: Tax Cuts for the Rich, Cuts for the Poor

Republicans in Congress are pushing a deeply regressive budget, delivering massive tax cuts to the wealthy while cruelly slashing programs serving lower-income Americans. This bill is exceptionally cruel, relying on demonstrably false claims and failed policies—what some call 'zombie ideas'. For example, it would slash Medicaid by requiring adult recipients to be employed, ignoring the reality that most recipients are children, seniors, or disabled. This isn't just about finances; it's a malicious attack on the vulnerable, revealing a lack of compassion and an abuse of power by the Republican party.

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Solar Power Surpasses Coal in the US: A Clean Energy Victory

2025-03-15
Solar Power Surpasses Coal in the US: A Clean Energy Victory

A new report from Ember reveals that in 2024, wind and solar power accounted for 17% of total US electricity generation, exceeding coal, which dropped to a record low of 15%. Solar power saw the fastest growth, increasing by 27% and surpassing hydropower. While natural gas also experienced significant growth, solar's expansion was even more rapid, aided by advancements in battery technology that enable better management of fluctuating solar output. California and Nevada both exceeded 30% solar power in their electricity mix. Despite slower wind growth, it still generated significantly more power than solar. The report emphasizes the need for faster clean energy development to meet rising electricity demand, highlighting solar and wind as crucial components of this transition.

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The Flaws of Packed SIMD and the Rise of Vector Processors

2025-04-24

This article delves into the inherent flaws of Single Instruction Multiple Data (SIMD) architectures, such as scalability issues stemming from fixed register widths, performance bottlenecks due to pipelining, and the overhead of tail handling. These limitations hinder SIMD's efficiency in processing large datasets. The article contrasts SIMD with vector processors (e.g., Cray-1, RISC-V RVV, and ARM SVE), which address SIMD's shortcomings through flexible vector lengths and hardware-level tail handling. Alternative approaches like the Virtual Vector Method (VVM) are also explored, offering new avenues for enhanced data processing performance.

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Running a Production Blog on a Nintendo Wii

2025-04-21

The author successfully runs NetBSD on an old Nintendo Wii game console and uses it to host their blog in a production environment. This post details the entire process, including softmodding the Wii, installing NetBSD, configuring the lightweight web server lighttpd, and monitoring system resources. Despite the Wii's outdated hardware (single-core PowerPC 750), the author successfully overcomes performance bottlenecks through optimization and the use of a reverse proxy, achieving stable blog operation. This is a fun experiment showcasing the possibility of running a production environment on resource-constrained hardware and highlighting the author's appreciation for the NetBSD operating system and interest in challenging projects.

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Development

Roboflow: Hiring a Senior Open Source Software Engineer to Power Computer Vision

2025-01-09
Roboflow: Hiring a Senior Open Source Software Engineer to Power Computer Vision

YC-backed computer vision platform Roboflow is hiring a senior open-source software engineer. Roboflow's mission is to make computer vision accessible to every developer; its platform is used by over 500,000 developers, including half of the Fortune 100. The role requires extensive open-source project experience, proficiency in Python, PyTorch, and related technologies, and strong communication and content creation skills. The successful candidate will contribute to and maintain Roboflow's numerous open-source projects and have a significant impact on their direction. The company offers competitive compensation and benefits, including remote work options and flexible hours.

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Development

macOS Sequoia Switches from rsync to openrsync

2025-04-06
macOS Sequoia Switches from rsync to openrsync

In macOS Sequoia, Apple replaced the nearly two-decade-old rsync 2.6.9 with openrsync. This change stems from compliance issues with the GPLv3 license used by rsync 3.x. openrsync uses the more permissive ISC license, allowing Apple more flexibility in updating and maintaining it. While openrsync is compatible with rsync, it only supports a subset of rsync's command-line arguments, meaning some older functionalities might be lost. Users should refer to the official documentation for supported features.

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Development

Open-Source Rhythm Dungeon Crawler QRawl: Clever Time Travel Mechanics

2025-06-10
Open-Source Rhythm Dungeon Crawler QRawl: Clever Time Travel Mechanics

QRawl, a 16x9 pixel rhythm dungeon crawler, has open-sourced its code. The game cleverly blends rhythm game and dungeon crawler elements, with core mechanics focused on synchronizing player input with the game's beat. To address the challenge of late but valid player inputs clashing with monster actions, the game uses a 'time travel' mechanic: the game state is saved at the beat, and if a valid input is subsequently given, the game rewinds to this saved state and recalculates game logic. This ensures a smooth rhythm and gameplay experience. The final level reveals a giant QR code, inspiring the author's future game idea: a QR dungeon crawler that generates dungeons from any scanned QR code, transforming everyday intrusions into playful experiences.

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Type-Driven Development: How Types Simplify Complex Programming

2024-12-19
Type-Driven Development: How Types Simplify Complex Programming

This article explores the concept of "Type-Driven Development," where the author, drawing from experience with the large-scale Heartbeat Typescript project (300k+ lines), demonstrates how Typescript's type system simplifies complex programming problems. The core idea is that by leveraging the type system effectively, allowing types to flow freely across all application layers, starting new features with type definitions, making illegal states unrepresentable, parsing instead of validating data, and maintaining code honesty and specificity, bugs are drastically reduced and development efficiency is improved. The author also shares techniques for using pure functions as type bridges and the type system as an introspection tool, while acknowledging the occasional need to bypass type system constraints.

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Luthor: Hiring Their First Full-Time Engineer

2025-03-17
Luthor: Hiring Their First Full-Time Engineer

Luthor, a fintech startup building AI-powered marketing compliance agents, is hiring its first full-time engineer. The role involves collaborating directly with the CEO and CTO to design and build the platform's core architecture, directly interacting with customers to gather feedback and develop innovative solutions. The tech stack includes Ruby on Rails, Postgres, React, and Docker. The ideal candidate is customer-obsessed, experienced in building and scaling high-performing B2B software products, entrepreneurial, and a strong communicator. Compensation is $120k-$180k, plus generous equity, commuter benefits, paid team vacations, and comprehensive health insurance.

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Startup

Google Unveils Breakthrough Generative Media Models

2025-05-20
Google Unveils Breakthrough Generative Media Models

Google today announced its newest generative media models, marking significant advancements in image, video, and music creation. Veo 3 and Imagen 4 produce breathtaking visuals, while Lyria 2 expands musical capabilities. Additionally, Flow, a new AI filmmaking tool, empowers creators with sophisticated control over characters, scenes, and styles, enabling cinematic storytelling. Developed with close collaboration from creative industries, these models and tools responsibly empower artists and creators to explore the potential of AI in their work.

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Sguaba: Rust Crate for Foolproof Coordinate Transformations

2025-05-31
Sguaba: Rust Crate for Foolproof Coordinate Transformations

Sguaba, a new open-source Rust crate, simplifies coordinate transformations between various systems (WGS84, ECEF, NED, FRD) for engineers. Leveraging Rust's type system, it prevents accidental mixing of coordinate systems, a common source of errors. Designed for ease of use, Sguaba provides intuitive types like `Coordinate`, `Vector`, `Orientation`, and `Pose`, and uses `RigidBodyTransform` for conversions. Comprehensive documentation and examples are included. While currently missing ENU and ECI support, contributions are welcome.

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OCR for Code: Turning Screenshots into Code

2025-05-22
OCR for Code: Turning Screenshots into Code

Pieces has refined OCR technology to accurately recognize code from screenshots. Building on the Tesseract engine, they've added pre- and post-processing steps to handle various programming environments (light/dark mode), noisy backgrounds, and low-resolution images. Image preprocessing, including dark mode inversion, noise reduction, and resolution enhancement, along with post-processing to restore code indentation, significantly improves accuracy. They use Levenshtein distance to evaluate model performance and experimentally selected efficient image upsampling. This technology allows developers to easily convert code screenshots into editable code, boosting development efficiency.

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Development code recognition

How to Actually Delete Your Facebook Account

2025-01-09
How to Actually Delete Your Facebook Account

This comprehensive guide walks you through the process of permanently deleting your Facebook account. It begins by stressing the importance of downloading your data archive, detailing how to access and save your photos, chat logs, IP addresses, and other personal information. The guide then provides a step-by-step walkthrough of the account deletion process via the Accounts Center, covering options like temporary deactivation versus permanent deletion, and explaining how to provide a reason for leaving. Finally, it reminds users to delete their accounts on other Meta-owned services (like Instagram and WhatsApp) and notes that some information may persist even after deletion.

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Sampling Big Data: Small Samples, Big Answers

2025-05-31
Sampling Big Data:  Small Samples, Big Answers

Hadley Wickham's recent interview highlighted that many big data problems are actually small data problems, given the right subset, sample, or summary. This post delves into efficient sampling for big data analysis. Using the example of Goatly, a company serving narcoleptic goats, the author demonstrates how to calculate the appropriate sample size for logistic regression. The conclusion is that approximately 2345 samples are needed to accurately represent 100,000 farms. The post also details Python scripts and online tools for sample size calculation, and briefly touches on the concept of statistical power.

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Hugging Face Launches $299 Desktop Robot, Aiming to Democratize Robotics Development

2025-07-10
Hugging Face Launches $299 Desktop Robot, Aiming to Democratize Robotics Development

Hugging Face, the $4.5 billion AI platform dubbed the 'GitHub of machine learning,' announced Reachy Mini, a $299 desktop robot designed to democratize AI-powered robotics. This 11-inch humanoid robot, resulting from Hugging Face's acquisition of Pollen Robotics, integrates directly with the Hugging Face Hub, giving developers access to thousands of pre-built AI models and enabling application sharing. The move challenges the industry's high-cost, closed-source model, aiming to accelerate physical AI development by providing affordable, open-source hardware and software. Hugging Face's strategy anticipates a booming market for physical AI and intends to build a thriving ecosystem of robotics applications.

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Agent Experience (AX): Designing for the Rise of AI Agents

2025-02-07
Agent Experience (AX): Designing for the Rise of AI Agents

AI agents like ChatGPT are revolutionizing how we interact with apps. This article argues that we need to shift from focusing solely on User Experience (UX) to Agent Experience (AX), emphasizing secure, transparent, and user-consented machine access to data and actions. OAuth is presented as the key to secure, controlled agent access, offering granular permissions and revocation. Key elements for great AX include clean APIs, easy onboarding, frictionless agent operations, and tiered authentication. The article concludes by advocating for all apps to become OAuth providers, building an open AX ecosystem for a competitive advantage.

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Employer.com Acquires Bench Accounting: A New Chapter in Small Business Financial Management

2025-01-01

Employer.com, a leader in workforce management and business support solutions, announced the acquisition of Bench Accounting, a provider of bookkeeping services for small businesses. This acquisition ensures Bench customers will continue receiving the same high-quality service while gaining access to future enhancements and capabilities powered by Employer.com's resources. Employer.com is committed to empowering small businesses with the tools and support they need to thrive, and Bench's financial management expertise aligns perfectly with this mission. The acquisition is a win-win for both companies; Employer.com integrates Bench's technology and expertise into its platform, offering a tailored suite of services for growing businesses, while Bench customers continue working with their trusted in-house bookkeepers and retain full access to the Bench platform.

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UK Unveils Revolutionary Quantum Atomic Clock for Enhanced Military Security

2025-01-02
UK Unveils Revolutionary Quantum Atomic Clock for Enhanced Military Security

The UK's Defence Science and Technology Laboratory (Dstl) has developed a revolutionary quantum atomic clock with unprecedented accuracy, losing less than a second over billions of years. This breakthrough enhances military operations' security by reducing reliance on vulnerable GPS technology. Deployable within five years, the clock is expected to be miniaturized for mass production, with applications in military vehicles and aircraft. Beyond defense, this technology boosts industrial progress, creates high-skilled jobs, and strengthens the UK's global competitiveness in quantum technology.

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Michael Larabel: 20 Years of Linux Hardware Benchmarking

2025-04-19

Michael Larabel, founder and principal author of Phoronix.com, has dedicated over two decades to improving the Linux hardware experience since founding the site in 2004. He's authored over 20,000 articles covering Linux hardware support, performance, graphics drivers, and more. He's also the lead developer behind the Phoronix Test Suite, Phoromatic, and OpenBenchmarking.org automated benchmarking software. A true veteran of the open-source Linux community.

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Tech

Fortran vs. Python: An Unexpected Finding in Teaching Scientific Computing to Engineering Students

2025-09-24
Fortran vs. Python: An Unexpected Finding in Teaching Scientific Computing to Engineering Students

A professor who has taught an introductory scientific computing class for over 10 years using Python, questions whether Python is the optimal choice for beginners, especially in numerical linear algebra. He argues that a strongly-typed language like Fortran might offer a better learning experience. Python's flexibility, while convenient, leads to common student errors: confusion with the numpy library, indentation errors, and off-by-one errors stemming from 0-based indexing. In contrast, Fortran's strong typing and explicit loop structures help students better understand algorithms and reduce errors. The article uses the Jacobi method and QR decomposition as examples, comparing Python and Fortran implementations and arguing for Fortran's potential advantages in teaching, despite Python's broader ecosystem and versatility.

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Development scientific computing

WSU Scientists Crack the Code to Low-Cost Biofuel Production

2025-05-06
WSU Scientists Crack the Code to Low-Cost Biofuel Production

Scientists at Washington State University (WSU) have developed a novel method for producing low-cost sugar from corn stalks and other crop waste, paving the way for sustainable biofuel production. Their process utilizes ammonium sulfite-based alkali salts to pretreat corn stover at mild temperatures, enabling enzymes to break down cellulose into fermentable sugar without chemical recovery. By offsetting production costs through byproduct sales (including fertilizer), the resulting sugar could cost as little as 28 cents per pound, competing with imported sugar. This breakthrough promises to significantly improve the economic viability of biofuels and advance sustainable energy solutions.

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Neovim pytest Integration: pytest.nvim Simplifies Testing

2025-04-05
Neovim pytest Integration: pytest.nvim Simplifies Testing

pytest.nvim is a Neovim plugin integrating the pytest testing framework. It boasts Docker support, letting you run tests within containers. The plugin offers streamlined commands and keybindings for running, attaching, and detaching tests, along with customizable settings including Docker configuration and keymaps. Installation and setup are easy regardless of your plugin manager (Lazyvim, Packer, or Vim-Plug).

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Development

arXivLabs: Experimental Projects with Community Collaborators

2025-04-22
arXivLabs: Experimental Projects with Community Collaborators

arXivLabs is a framework for collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved embrace arXiv's values of openness, community, excellence, and user data privacy. arXiv only works with partners who share these values. Got an idea to enhance the arXiv community? Learn more about arXivLabs.

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Development

Eurorack Knob Revolution: A Magnetic Encoder Patch Cable Hybrid

2025-04-25

This post details a novel Eurorack module knob design that ingeniously combines a magnetic encoder with a 3.5mm jack. This hybrid allows knobs to function like traditional controls but also offers the plug-and-play convenience of patch cables, simplifying Eurorack module connection and layout. The author meticulously describes the design process, including hardware selection, circuit design, and assembly testing. While the author acknowledges potential commercial challenges, this design offers a fresh perspective on Eurorack module design and sparks imagination about future modular synthesizer designs.

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