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Jujutsu: different approach to versioning

Published: 2025-04-20 | Origin: /r/programming

The article discusses the author's transition from traditional version control systems, specifically Git, to Jujutsu, highlighting Jujutsu's improvements over Git's limitations. Git is described as a "stupid content tracker," which merely stores snapshots and metadata without understanding content changes or history, requiring users to interpret and manage these themselves. In contrast, Jujutsu offers a more user-friendly experience by allowing users to work with arbitrary Git repositories while using both Git and Jujutsu simultaneously. The setup is straightforward

F1 Race Prediction Algorithm (WIP): A sophisticated Formula 1 race simulation tool that models and predicts F1 race outcomes with realistic parameters based on driver skills, team performance, track characteristics, and dynamic weather conditions.

Published: 2025-04-20 | Origin: /r/programming

The content describes a sophisticated Formula 1 race simulation tool that predicts race outcomes using realistic parameters such as driver skills, team performance, track characteristics, and weather conditions. It features an interactive console interface, various visualization types (like race progress, tire degradation, and driver performance), and customizable simulation parameters. Detailed race results, including position changes and timing data, are provided, with visualizations saved in a specific folder format. The project is released under the MIT License and is based on fictional data for the

Gemma 3 QAT Models: Bringing AI to Consumer GPUs

Published: 2025-04-20 | Origin: Hacker News

Last month, we introduced Gemma 3, our newest open model generation, which excels in performance and can operate on a single high-end GPU, like the NVIDIA H100, using BFloat16 (BF16) precision. To enhance accessibility, we're launching new versions optimized with Quantization-Aware Training (QAT), significantly reducing memory needs while preserving quality, enabling the powerful 27B version of Gemma 3 to run on consumer-grade GPUs like the NVIDIA RTX 3090. We

I built a nvim plugin that allows you to quickly switch between specs and the implementation file and back again

Published: 2025-04-20 | Origin: /r/ruby

The content discusses a Neovim plugin designed for quick navigation between Rails implementation files and their corresponding spec files. Users are encouraged to provide feedback, which is taken seriously. The plugin can be configured in the init.vim or init.lua files, with a default mapping of <Leader>s for toggling between files. Users can customize the plugin and create their own mappings, and contributions in the form of issues or pull requests are welcomed. For more details on available options and qualifiers, users are directed to

8 Kubernetes Deployment Strategies and How They Work

Published: 2025-04-20 | Origin: /r/programming

The content provides an overview of a groundcover eBPF-based Application Performance Monitoring (APM) platform, including live technical demonstrations and a Q&A session about product customizations. It emphasizes the platform's ability to monitor Kubernetes environments instantly without code changes, offering auto-detection of issues across clusters. Additionally, it discusses the various Kubernetes deployment strategies, highlighting the flexibility they provide for application lifecycle management. The article compares eight popular deployment methods, outlining their advantages and disadvantages, as well as offering expert tips

100 Years to Solve an Integral (2020)

Published: 2025-04-20 | Origin: Hacker News

The integral of sec(x) is a well-known concept in calculus, but it was once a significant problem in mathematics. Introduced by Geradus Mercator in 1569 for his map, he struggled to find its exact solution and used an approximation instead. The precise solution was discovered accidentally in 1645, without the use of calculus, and a formal proof was provided in 1668—99 years after Mercator raised the issue. The article emphasizes the non-linear history of mathematical discoveries

Pretty State Machine Patterns in Rust

Published: 2025-04-20 | Origin: Hacker News

The author reflects on the significance of patterns and structures in programming, emphasizing their role in facilitating project understanding and efficiency. They highlight how familiar patterns can enhance project development, particularly when a programmer realizes they can apply concepts used in previous work. One notable pattern discussed is the 'State Machine', which consists of a set of defined states and transitions. The article illustrates the ubiquity of state machines in everyday technologies, including TCP, HTTP requests, and regular expressions. Ultimately, the author encourages readers to explore

Novel color via stimulation of individual photoreceptors at population scale

Published: 2025-04-20 | Origin: Hacker News

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Layered Design in Go

Published: 2025-04-20 | Origin: Hacker News

The post details the author's program design approach in Go, emphasizing the importance of Go's package system and its rule against circular dependencies. The author believes this rule is often underappreciated and crucial for maintaining information hiding through exported and unexported identifiers. They critique the practice of consolidating everything into a single package, as it sacrifices the benefits of information hiding. The discussion highlights the structure of Go packages as a directed acyclic graph, where each package has a clear import structure. The author suggests

Welcome to the Era of Experience [pdf]

Published: 2025-04-20 | Origin: Hacker News

The text provided appears to be a segment of a PDF file, including PDF objects that describe the structure and content of the document. The excerpt contains information such as page dimensions, linked object references, and compressed streams of data, likely representing the contents of the PDF. There are no readable textual summaries or coherent messages, as the content seems to be encoded binary data typical of PDF formatting.

A unique sound alleviates motion sickness

Published: 2025-04-19 | Origin: Hacker News

Researchers from Nagoya University, led by Takumi Kagawa and Masashi Kato, have found that a unique sound stimulation technology can alleviate motion sickness. This device stimulates the inner ear with a specific wavelength of sound, reducing symptoms like nausea and dizziness, even after just one minute of use. Their study, published in Environmental Health and Preventive Medicine, indicates that the sound, referred to as "sound spice®," is effective at levels comparable to everyday environmental noise, making it a safe treatment option

Show HN: I built an AI that turns GitHub codebases into easy tutorials

Published: 2025-04-19 | Origin: Hacker News

The content discusses a tutorial project called "Pocket Flow," which leverages AI to simplify complex codebases found in GitHub repositories. The AI agent analyzes the code and generates beginner-friendly tutorials that explain how it works, complete with visualizations. The project consists of a 100-line LLM framework that creates a knowledge base from the code, identifying key abstractions and their interactions. Additionally, the content highlights various AI tools and frameworks that enhance functionality, such as AutoGen Core for team collaboration, Browser

I built a free practice REST API for students - with filtering, sorting, and Swagger docs!

Published: 2025-04-19 | Origin: /r/programming

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The Web Is Broken – Botnet Part 2

Published: 2025-04-19 | Origin: Hacker News

The author, known as "That Open Guy," discusses the troubling trend of AI companies aggressively collecting data, leading to an increase in web crawlers that can inadvertently cause DDoS attacks on websites. He highlights a shady market where app developers are incentivized to incorporate libraries that monetize users' network bandwidth, using services like Infatica. These services offer customers access to network data through devices with specific apps installed, which can lead to their users being categorized as "infected" or "residential IP

Raspberry Pi Lidar Scanner

Published: 2025-04-19 | Origin: Hacker News

The content outlines technical specifications and setup details for a LiDAR-based scanning system. It emphasizes the importance of user feedback and references available documentation for further details. Key components include various LiDAR models (LDRobot LD06, LD19, STL27L), a Raspberry Pi HQ Camera, and a powered setup using batteries or a power bank. Scanning capabilities feature a 6K 360° panorama and the creation of 3D scenes without the need for post-processing. The text describes the

We Have to Move Fast…But Where are We Going Again?

Published: 2025-04-19 | Origin: /r/programming

ITNEXT is a platform for IT developers and software engineers to share knowledge and experience with emerging technologies. A recent discussion highlights the pressure on developers to rapidly deliver new products and features, a phenomenon likened to the Red Queen’s race, where one must "run faster" to keep up. The rise of AI has intensified this urgency, prompting the need for a technology radar to ensure that teams remain aligned in their development direction. When new developers join a team, they may introduce different technologies, such as

Librarians are dangerous

Published: 2025-04-19 | Origin: Hacker News

The author expresses concern about the perception of librarians, arguing that they are much more than quiet guardians of books. They depict librarians as "dangerous" figures in a metaphorical sense, suggesting that they are powerful agents of knowledge and media literacy. Rather than merely shelving books, librarians are portrayed as proactive educators and tech-savvy professionals who challenge ignorance and inspire critical thinking. They possess diverse skills, including coding and curation, and play vital roles in community engagement, such as hosting storytimes and teaching

JSX over the Wire

Published: 2025-04-19 | Origin: /r/programming

The content discusses a method for integrating data from an API into a React component, specifically the LikeButton. It proposes a shift in perspective, suggesting that rather than fetching data from the API, the API could return the components themselves. This approach aligns with the Hollywood Principle: "Don’t call me, I’ll call you," implying that components should not request data but instead receive it from the API. The text highlights the distinction between two types of data: Models and ViewModels. Models represent the

Chroma: Ubisoft's internal tool used to simulate color-blindness

Published: 2025-04-19 | Origin: /r/programming

Chroma, developed by Ubisoft, is a comprehensive tool designed to detect color blindness issues in video games by simulating the three major types of color blindness: Protanopia, Deuteranopia, and Tritanopia. It overlays these filters on the game screen, enabling real-time identification of accessibility concerns. Key features include: - Single monitor color simulation that can be maximized as needed. - Compatibility across all games without dependency on specific engines. - High performance, supporting live gameplay simulation at up

Differentiable Programming from Scratch

Published: 2025-04-19 | Origin: /r/programming

Differentiable programming is gaining traction beyond machine learning, being applied in various fields such as computer graphics through techniques like differentiable rendering and physics. The concept revolves around derivatives, which measure how a function changes with infinitesimal perturbations in its input. While traditional calculus looks at derivatives in 1D, higher dimensions allow a more intuitive understanding, viewing derivatives as transformations of vectors from one space to another. For instance, in a function with two variables, the partial derivatives reflect how changes in