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Backing Up Spotify Published: 2025-12-20 | Origin: Hacker News On December 20, 2025, Anna's Archive announced the backing up of Spotify's metadata and music files, resulting in a large-scale preservation archive of approximately 300TB, which includes 256 million tracks and 186 million unique ISRCs. This project marks the first open "preservation archive" for music, featuring 86 million music files that cover around 99.6% of listens. Although Anna's Archive typically focuses on text conservation, they recognized the importance of preserving music |
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Big GPUs don't need big PCs Published: 2025-12-20 | Origin: Hacker News The author explores the effectiveness of using AMD, Intel, and Nvidia graphics cards with a Raspberry Pi, which operates on just one PCIe Gen 3 lane—significantly less bandwidth than modern desktops that utilize 16 lanes of PCIe Gen 5. Despite this limitation, tests show that the Raspberry Pi can perform competitively in certain scenarios, particularly when considering efficiency. Collaborating with Dolphin ICS, advancements allow for multiple GPUs to connect, leading to impressive performance. Notably, a configuration using |
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Modeling Large Codebases as Static Knowledge Graphs: Design Trade-offs Published: 2025-12-20 | Origin: /r/programming The content emphasizes the importance of user feedback and outlines the advancements in KnowGraph, a tool that redefines how code is understood by integrating Graph Theory and Network Science. Unlike traditional AI assistants that treat code as mere textual data, KnowGraph views code as a dynamic graph, enhancing understanding through logical connections. It offers capabilities like smart indexing of large code repositories, versioning similar to Git, and indexing conversations alongside code. KnowGraph is designed for production use, ensuring resilience and efficiency. Additionally, it facilitates |
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Pure Silicon Demo Coding: No CPU, No Memory, Just 4k Gates Published: 2025-12-20 | Origin: Hacker News On December 19, 2025, the author submitted a VGA donut along with two entries for the Tiny Tapeout 8 demo competition, which involved creating a compact ASIC design capable of outputting 2-bit RGB signals and 1-bit audio. The submissions included a retro C64/Amiga-style intro featuring a starfield, a 3D checkerboard, scrolling text, and an oscilloscope visualization, as well as a nyan cat design. The constraints of the competition |
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Tech Talk: Improving Window Resize Behavior | Electron Published: 2025-12-20 | Origin: /r/programming The upcoming blog post series will share insights into the work being done on Electron, and invites contributions from interested readers. Recently, the focus was on enhancing the window resize behavior in Electron and Chromium, particularly addressing a bug on Windows where old frames appeared during resizing. This issue, which also occurred in Google Chrome, suggested that it was rooted in Chromium’s code rather than Electron's. Experimental efforts revealed that the problem was not present on macOS, indicating it was specific to Windows. After testing various command |
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Google's boomerang year: 20% of AI software engineers hired in 2025 were ex-employees Published: 2025-12-20 | Origin: /r/programming In the midst of a competitive AI talent landscape involving companies like OpenAI, Meta, and Anthropic, Google has adopted a strategy of rehiring former employees, referred to as "boomerang employees." By 2025, about 20% of Google's AI software engineers were boomerangs, an increase from previous years. Google attributes this trend to its attractive compensation and advanced computational resources. The company's current talent pool is bolstered by a significant number of layoffs from early 2023 when it |
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[D] Awesome Production Machine Learning - A curated list of OSS libraries to deploy, monitor, version and scale your machine learning Published: 2025-12-20 | Origin: /r/programming The content outlines a repository that curates a collection of open-source libraries designed for deploying, monitoring, versioning, scaling, and securing machine learning in production. It encourages users to follow the GitHub repo for updates on new libraries added monthly and includes a search toolkit for easy navigation. It emphasizes the importance of community contributions while maintaining the list's quality through clear guidelines. Additionally, it features specific sections for generative AI deployment and AI regulation, addressing governance and compliance for responsible machine learning system deployment. |
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GPU Accelerated Data Structures on Google Colab Published: 2025-12-20 | Origin: /r/programming The content offers free GPU credits from Runpod and provides a link to a Colab notebook. It also suggests related resources, including online tutorials and projects related to CUDA, such as building a GPU big integer library, learning CUDA on a budget, and creating diffusion transformers for video generation. The content encourages subscribers to follow for more CUDA tutorials. |
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How my knowledge in other subdomains in Software Engineering united to exponentially increase MLOps potential Published: 2025-12-20 | Origin: /r/programming Failed to fetch content - HTTP Status - 403 |
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DexEx matters for coding agents, too Published: 2025-12-20 | Origin: /r/programming The article discusses the advancements in developer feedback cycles, particularly in the context of coding with AI tools. It highlights how improvements in build, code generation, and linting processes have sped up feedback cycles by up to 95%. The organization has heavily integrated AI coding tools like Claude Code, Cursor, and Codex into their workflow, utilizing over 50 billion tokens monthly for development. This rapid code generation can create delays in understanding if the code compiles or meets quality standards, creating a demand for faster |
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Threads vs Fibers - Can't We Be Friends? Published: 2025-12-20 | Origin: /r/ruby The author discusses their recent work on UringMachine, a Ruby gem for I/O operations with io_uring, and responds to criticism regarding the transparency of their project's objectives. A commenter on Reddit expressed concern about a perceived lack of clarity regarding the project's potential benefits and limitations. The author acknowledges that while they had some initial ideas about combining Ruby fibers with io_uring, they are still exploring and evaluating the outcomes through benchmarks. They emphasize the importance of being open to discoveries rather than claiming to know everything |
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New Design for the Official Ruby Website Published: 2025-12-20 | Origin: /r/ruby The content highlights the appeal of the Ruby programming language, created by Yukihiro "Matz" Matsumoto in 1995, outlining its latest version as 3.4.8. Ruby is praised for its rich ecosystem of libraries (gems), mature tooling, easy and natural syntax, and the ability to accomplish more with less code. Notable figures such as David Heinemeier Hansson and Dave Thomas emphasize the language's readability and intuitive design. The community of Ruby users, |
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The Development Process to Build a Fuel Delivery App Published: 2025-12-20 | Origin: /r/programming The content discusses various mobile app development services offered by Techanic Infotech, including dating apps, taxi apps, food delivery apps, and more. It specifically highlights the growing demand for fuel delivery app development, emphasizing the convenience and user-friendly features that appeal to busy consumers and businesses. The firm positions itself as a leading provider in this sector, noting the projected growth of the mobile fuel delivery market, which is expected to reach $5.42 billion by 2025. The offerings also include development |
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CSS Grid Lanes Published: 2025-12-19 | Origin: Hacker News On December 19, 2025, Jen Simmons, Brandon Stewart, and Elika Etemad announced the introduction of CSS Grid Lanes, a new method for creating masonry layouts on the web. Developed with contributions from Mozilla, Apple's WebKit team, and the CSS Working Group, this feature is now available for testing in Safari Technology Preview 234. To create a masonry layout, developers can apply `display: grid-lanes` to a main element, using `grid-template-columns` to |
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Kernighan's Lever Published: 2025-12-19 | Origin: Hacker News Brian Kernighan famously stated that debugging is significantly harder than writing a program, prompting the reflection that if one writes code in an overly clever manner, it may become difficult to debug. This idea has been paraphrased online, suggesting that writing clever code means one may not possess the necessary skills to debug it. However, the article argues that interpreting Kernighan's statement as a caution against clever coding is misleading. Rather, it highlights that the cleverness required for coding is an acquired skill, |
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A better zip bomb (2019) Published: 2025-12-19 | Origin: Hacker News David Fifield's article discusses the creation of a non-recursive zip bomb, a file that utilizes overlapping files within a zip container to achieve an extraordinarily high compression ratio, reported to be over 28 million (transforming 10 MB into 281 TB). This method does not rely on recursive decompression, allowing expansion after just one round. The construction uses the common DEFLATE compression algorithm and is noted for compatibility with most zip parsers. The article mentions a specific zip file called |
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TP-Link Tapo C200: Hardcoded Keys, Buffer Overflows and Privacy Published: 2025-12-19 | Origin: Hacker News The author shares their experience with reverse engineering, recommending beginners start with cheap IP cameras, specifically the TP-Link Tapo C200, which they find reliable and easy to work with. They document their journey of analyzing the camera's firmware using AI tools, detailing their thought process and challenges faced along the way. The goal was to explore the effectiveness of AI in security research and make the process more accessible to novice researchers. Despite initially expecting little to find due to previously patched vulnerabilities, the experiment led to the |
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[Docling] LeetCode in Production: Union-Find and Spatial Indexing for LLM Published: 2025-12-19 | Origin: /r/programming The Union-Find data structure, commonly encountered in coding challenges like those on LeetCode, is applied in real-world scenarios, notably in Docling, a document AI toolkit that processes millions of PDFs for large language models (LLMs). Docling employs Union-Find to resolve issues with overlapping bounding boxes produced by machine learning layout models, which often result in duplicate text and fragmented tables. Machine learning layout models (e.g., YOLO, DETR, LayoutLM) predict the presence of document |
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Vulnerabilities in artificial intelligence platforms: the example of XSS in Mintlify and the dangers of supply chain attacks Published: 2025-12-19 | Origin: /r/programming Daniel, a 16-year-old high school senior, has been actively discovering vulnerabilities in high-profile platforms. Recently, he and his friends identified serious security flaws in Mintlify, an AI documentation platform used by major companies. Daniel discovered a critical cross-site scripting vulnerability that could allow attackers to inject malicious scripts and steal user credentials. He recounts his findings starting from the announcement on November 7, 2025, where Discord transitioned to using Mintlify for their developer documentation. Being an experienced bug bounty |
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Graphite is joining Cursor Published: 2025-12-19 | Origin: Hacker News Graphite, a code review platform used by many engineers at leading organizations, has been acquired by Cursor. As development workflows have evolved, the processes of reviewing and merging code have become bottlenecks in software production. Graphite aims to address these inefficiencies by integrating collaboration more seamlessly into the coding process. Following the acquisition, Graphite will maintain its independence, with plans to explore closer integration between its platform and Cursor's offerings in the future. |