Published: 2025-05-19 | Origin: Hacker News

The content provides a comprehensive overview of resources and insights related to artificial intelligence (AI) and machine learning (ML) within the GitHub ecosystem and the broader tech industry. Key topics include: - Building with generative AI and leveraging GitHub Copilot to enhance workflows. - Essential knowledge about large language models (LLMs), along with ML tips and best practices. - Exploring AI code generation's capabilities to improve the developer experience. - Professional development resources, insights for building applications, and tips for career

Published: 2025-05-19 | Origin: Hacker News

Microsoft has announced the open-source release of the Windows Subsystem for Linux (WSL), concluding a multi-year effort and the first issue raised on the Microsoft/WSL repository regarding its open-source status. The code for WSL is now available on GitHub, allowing users to download, build from source, and contribute to its development. WSL consists of various components, some of which run in Windows and others within the WSL 2 virtual machine. Key components remain part of the Windows image

Published: 2025-05-19 | Origin: /r/programming

The current state of software is characterized by products that are often merely "good enough," marked by poor usability and frustrating experiences. As a product manager, the author observes that engineering constraints frequently hinder the development of new features, user experience improvements, and timely bug fixes. With approximately 29 million software developers catering to over 5.4 billion internet users, the demand far exceeds current development capacity. The advent of AI-assisted coding presents a significant opportunity to enhance software quality and user experience. However,

Published: 2025-05-19 | Origin: Hacker News

Zod 4 has been officially released after a year of development, offering improved speed, efficiency, and new features. It is currently available alongside Zod 3 in the [email protected] release for easier migration, with Zod 4 considered stable for production. The upgrade involves importing from the "/v4" subpath. Notable improvements include fixes to long-standing issues, enhanced performance, and a clean slate for future development. The updated version addresses many user-requested changes and

Published: 2025-05-19 | Origin: /r/programming

Over the past 51 years, computers have evolved significantly, transitioning from expensive machines that required multiple users to modern devices that are ubiquitous in everyday life. Initially, multi-user operating systems were cumbersome, prompting the development of UNIX at Bell Labs to simplify their use. UNIX was designed as a self-contained system, primarily for departmental use, with limited networking capabilities. However, modern UNIX systems are interconnected, relying heavily on cloud services for file synchronization across various devices. As technology advanced, UNIX has become bloated

Published: 2025-05-19 | Origin: Hacker News

The Airport extension for DuckDB, to be released after DuckDB 1.3.0, adds support for Arrow Flight, allowing DuckDB to interact with data from Arrow Flight servers. This extension functions as a plugin that enhances DuckDB's capabilities. Installation can be done through specific SQL commands within DuckDB, and there are also instructions available for building it from source. Arrow Flight is an RPC framework designed for high-performance data services based on Apache Arrow, utilizing gRPC and Arrow IPC. It

Published: 2025-05-19 | Origin: Hacker News

The article benchmarks DuckDB on a 2012 MacBook Pro to explore whether the drive towards distributed architectures for data analytics was necessary. The authors note a shift in perspective on data size, suggesting that advances in hardware have outpaced the growth of useful datasets, leading them to predict a "data singularity" where most datasets can be effectively queried on a single node. They focus on the 2012 Retina MacBook Pro, highlighting its significant features like a built-in SSD and a powerful CPU that

Published: 2025-05-19 | Origin: /r/ruby

On May 19, 2025, Vladut Cosmin and Lucian Ghinda reported on recent developments in the Ruby programming community. Key highlights included: 1. **Rails App Review**: Reinteractive offers a comprehensive review service for Rails applications, providing an external perspective that benefits even experienced in-house teams. 2. **Event Updates**: Tickets for the Normal Rails World conference sold out rapidly, with corporate tickets also gone in a short time. Euruko has available regular tickets for their event

Published: 2025-05-19 | Origin: Hacker News

goboscript is a text-based programming language that compiles to Scratch, allowing users to write Scratch projects in text format and create .sb3 files compatible with Scratch and other platforms. It aims to simplify the development of advanced Scratch projects by enabling the use of text editors and version control systems like git, facilitating code refactoring, and supporting code reuse. The language features an easy-to-read syntax, a macro system for code generation, and additional functionalities such as local variables for procedures and optimization capabilities.

Published: 2025-05-19 | Origin: Hacker News

The author reflects on the distinction between software engineering and computer science, finding it peculiar that software creators typically hold computer science degrees. They explore the unique nature of software, which, although it seems like a straightforward engineering practice within the known realm of computers, involves a complex interplay between vision and engineering. Unlike traditional sciences that deal with the unknown, software development is described as a process of discovery, where the relationship between creative vision and engineering is bidirectional rather than linear. The author emphasizes that the world of

Published: 2025-05-19 | Origin: Hacker News

The content emphasizes the importance of proper database design in software projects to accurately represent the reality of the business context in which they operate. It explains that databases consist of propositions that affirm or deny something about reality and that designing a database requires encoding these propositions in a way that can be processed by a database management system (DBMS). Many software developers lack formal training in database design or formal logic, leading to ad-hoc methods that can result in update anomalies and data inconsistencies, which can be detrimental.

Published: 2025-05-19 | Origin: /r/programming

In his blog post dated May 18, 2025, John Nunley revisits the topic of asynchronous programming in Rust, focusing on two models: async/await and callback-based event loops, specifically using calloop as an example. Nunley acknowledges that he has previously overemphasized async/await as the only method for writing asynchronous code in Rust, while in fact, various callback-based strategies have existed even before async/await. He notes that these callback loops, like libuv (

Published: 2025-05-19 | Origin: Hacker News

The author, a game developer experienced in frameworks rather than engines, discusses the challenges of rendering on multiple platforms, highlighting the complexities of different graphics APIs such as D3D11, Vulkan, Metal, and OpenGL across various systems (Windows, Apple, Linux, PlayStation, Xbox, and Android). As a co-maintainer of the FNA project, which aims to preserve the XNA framework, the author has focused on developing FNA3D for cross-platform graphics. This work inspired the

Published: 2025-05-19 | Origin: /r/programming

ElementalRenderer is a lightweight rendering library for C++ that offers essential 3D graphics capabilities while maintaining minimal overhead. It is user-friendly yet powerful, allowing for the seamless swapping of lighting models at runtime through a simple function call. The library features a node-based shader editor, enabling users to create complex shaders visually without coding, while still allowing advanced users to modify the generated code. ElementalRenderer incorporates a Heuristic Render Graph system that automates the creation of optimized render pass dependencies, simplifying

Published: 2025-05-19 | Origin: Hacker News

A user created an MCP server to allow LLMs read-only access to their emails, aiming to find the name of Donovan’s son. They engaged in a chat with the AI, Gemini, discussing strategies to locate this information without initially using any tools. Gemini conducted several searches within the user's emails, including keywords like “from:Donovan son” and “from:Donovan baby,” which yielded mixed results, often about other relatives rather than Donovan’s son. Ultimately, after exploring various search terms

Published: 2025-05-19 | Origin: Hacker News

In 1862, a group of 40 Japanese travelers, including many samurai, visited Europe for the first time in 240 years as Japan began to open up after centuries of isolation. Their mission was to learn about Western societies and to mitigate the effects of foreign influence on Japan following the arrival of American warships in 1854. During their trip, they were amazed by new technologies of the industrial age, particularly the telegraph, which allowed rapid communication across continents. They also visited the

Published: 2025-05-19 | Origin: /r/programming

The article discusses ACID and BASE transactions in databases, starting with simple explanations before diving deeper and including code examples. ACID transactions refer to four key properties: - **Atomicity**: Transactions are all or nothing. - **Consistency**: Data must conform to application rules (though maintaining this is the application's responsibility, not the database's). - **Isolation**: Transactions can occur simultaneously without interference. - **Durability**: Once a transaction is committed, it stays in the database.

Published: 2025-05-18 | Origin: Hacker News

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Published: 2025-05-18 | Origin: /r/programming

The content describes a platform or tool that allows users to quickly share code, notes, and snippets with others.

Published: 2025-05-18 | Origin: /r/programming

The writer reflects on the journey of their Software Engineering Handbook one year after its launch in May 2024, initially celebrated with a trip to Iceland after a two-year effort. They aimed to create a comprehensive guide for navigating the software engineering field, addressing everything from job offers to project management. Despite receiving positive feedback from some readers who found it valuable and insightful, the author acknowledges a reality check concerning the book's impact and reach. They identify two significant drawbacks regarding structural and naming choices that hindered its