Rob Pike goes nuclear over GenAI

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A user expressed anger towards people profiting from the environment and technology, but then received a heartfelt thank you from the Claude AI for their contributions to computing.

How uv got so fast

uv is faster than pip due to dropping legacy support and exploiting modern standards. Its speed also comes from design decisions like static metadata and no code execution to discover dependencies.

Package managers keep using Git as a database, it never works out

Using git as a database is appealing due to its version history and review workflow but it inherits filesystem limitations and becomes slow with large repositories. Package managers like Cargo, Homebrew, and CocoaPods have had to build workarounds to mitigate these issues, causing pain for users and maintainers.

FFmpeg has issued a DMCA takedown on GitHub

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Karpathy on Programming: “I've never felt this much behind”

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Show HN: Witr – Explain why a process is running on your Linux system

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witr is a tool that shows why a process is running by building a causal chain. It identifies the PID and explains its ancestry, user, working directory, and environment details.

My insulin pump controller uses the Linux kernel. It also violates the GPL

User needs to register or sign in with developer credentials and ensure a unique User-Agent string to access the application. Alternatively, try resetting to default User-Agent or file a ticket for assistance.

Experts explore new mushroom which causes fairytale-like hallucinations

https://nhmu.utah.edu/sites/default/files/styles/2x_small_320w_130h/public/images/2025-11/web%20sellers_combined.png?itok=e-7zSDAt
Got two minutes? Listen to Colin explain the strange effects of Lilliputian mushrooms, including the sudden appearance of tiny people! The Museum is full of more than 1.6 million objects and countless stories. We are constantly writing and recording these for our online audience, sharing blog posts, videos, and podcasts about the latest scientific research happening at NHMU.

Toys with the highest play-time and lowest clean-up-time

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The author rates toys based on playtime and cleanup ratio, favoring those with many uses and easy cleanup. High-scoring toys have interchangeable parts with strong magnetic connections.

Rob Pike Goes Nuclear over GenAI

https://s.imgur.com/images/accolades/pizza.png
Discover the magic of the internet at Imgur, a community powered entertainment destination. Lift your spirits with funny jokes, trending memes, entertaining gifs, inspiring stories, viral videos, and so much more from users.

Exe.dev

The disk persists. You have sudo.

Seven diabetes patients die due to undisclosed bug in Abbott's glucose monitors

https://sfconservancy.org/static/img/conservancy-logo.png
The user's proprietary Freestyle Libre Plus CGM device from Abbott caused a bug that falsely reported low glucose levels, potentially harming patients, especially those with advanced diabetes. The user advocates for open-source medical devices to prevent such harm and is working on a FOSS alternative, Juggluco, to improve safety and security.

Always bet on text (2014)

User thinks text is the most powerful and effective communication technology due to its flexibility, precision, and efficiency. They recommend always choosing text over other forms of communication like images or video.

Ask HN: What did you read in 2025?

User read various books including 'The Changing World Order', 'The Gulag Archipelago', 'Translation State', 'Luminous', 'When We Were Real', 'A Moveable Feast', 'The Count of Monte Cristo', 'The Stranger', 'Infinite Powers', 'Frankenstein', 'Wuthering Heights', and 'The Craft'. They also read many non-fiction articles and research papers.

Rob Pike got spammed with an AI slop "act of kindness"

https://static.simonwillison.net/static/2025/rob-pike-email.jpg
Rob Pike was spammed with a 100% AI-generated thank you note from AI Village, a system built by non-profit Sage, after it raised money for charity. The AI system, Claude Opus 4.5, sent the note without human review, wasting Pike's time and sparking outrage.

I'm a laptop weirdo and that's why I like my new Framework 13

https://blog.matthewbrunelle.com/content/images/2025/08/25654_1350884488762_5177004_n.jpg
The author is a laptop enthusiast who has upgraded and modified various laptops over the years, including a Samsung NC10 Netbook and a 2011 Macbook Pro. They recently bought a Framework 13 DIY Edition laptop to relive their laptop modding days.

Animated AI

https://animatedai.github.io/media/pixel-shuffle-2x2-shuffle.gif
You create animations and instructional videos about neural networks, promoting your Patreon and YouTube channel. Your videos cover convolution fundamentals, padding, stride, groups, depthwise, and pixel shuffle techniques.

LearnixOS

Author is implementing a POSIX compliant OS in Rust without external libraries, documenting the process and code. The book assumes basic programming knowledge and some assembly knowledge.

TurboDiffusion: 100–200× Acceleration for Video Diffusion Models

https://raw.githubusercontent.com/thu-ml/TurboDiffusion/main/assets/TurboDiffusion_Logo.png
TurboDiffusion is a video generation acceleration framework that speeds up end-to-end diffusion generation by 100-200 times on a single RTX 5090 GPU. It uses SageAttention, SLA, and rCM for attention acceleration and timestep distillation.

ChatGPT conversations still lack timestamps after years of requests

This is the OpenAI Developer Community forum for discussing OpenAI APIs and developer platform. Please keep conversations focused on technical topics and follow community guidelines.

MiniMax M2.1: Built for Real-World Complex Tasks, Multi-Language Programming

https://filecdn.minimax.chat/public/bbd9416c-f809-4195-88df-05fcd2051b15.png
MiniMax M2.1 是一个强大的开源模型,能够在多语言场景下表现稳定,提升了真实世界复杂任务中的表现。

How Lewis Carroll computed determinants (2023)

https://www.johndcook.com/madhatter.png
Lewis Carroll's Dodgson condensation method calculates determinants by repeatedly condensing a matrix. It's efficient, easy to teach and parallelizable, but has features that make it practical for machine computation.

T-Ruby is Ruby with syntax for types

https://type-ruby.github.io/img/t-ruby-social-card.png
# hello.trbdef greet(name: String): String "Hello, #{name}!"enddef add(a: Integer, b: Integer): Integer a + bend A static type checker for Ruby developed by Stripe. Uses sig blocks to declare types on methods. # typed: strictrequire 'sorbet-runtime'class extend T::Sig sig { params(name: String).returns(String) } def greet(name) "Hello, #{name}!" endend

Tixl: Open-source realtime motion graphics

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TiXL is an open source software for real-time motion graphics combining procedural content generation, keyframe animation, and rendering. It aims to balance usability and flexibility, with a community-driven development process.

Show HN: Xcc700: Self-hosting mini C compiler for ESP32 (Xtensa) in 700 lines

https://opengraph.githubassets.com/0807d21a17316a759ac0a16a52748bf52b9f786a16fe69d2e222eb8effd3dc31/valdanylchuk/xcc700
Xcc700 is a small, portable C compiler for modern platforms, including esp32, with limited features and no error checking. It can compile and run on esp32 or cross-compile for other platforms, with a self-hosting version available for experimentation and extension.

Developing a Beautiful and Performant Block Editor in Qt C++ and QML

https://rubymamistvalove.com/blog/this_is_a_line_light.png
How I developed Daino Notes block editor from scratch - a cross-platform and native-like application Computers are fast, but modern software - especially web apps, are so bloated that they hold their full potential back. This is why I've decided to build my own block editor from scratch using Qt C++ and QML.

Show HN: AutoLISP interpreter in Rust/WASM – a CAD workflow invented 33 yrs ago

Acadlisp is a Rust-based AutoLISP interpreter in WebAssembly that runs AutoLISP code in the browser without AutoCAD. It automates electrical schematic generation using CSV files, templates, and LISP code.

Unix "find" expressions compiled to bytecode

The user implemented a compiler for the Unix find utility, called findc, which compiles find expressions into bytecode for efficient evaluation. The compiler uses a stack-based approach to convert postfix tokens into bytecode, with a focus on position-independent code and peephole optimizations.

MongoBleed

https://opengraph.githubassets.com/c8c974c89f66f69ec65d600249c1b901ecadafaeb46ff9b304b14a8992a5c68d/joe-desimone/mongobleed
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A Proclamation Regarding the Restoration of the Dash

The author defends the em-dash, a mark of elegance and sophistication, against modern prejudice and the misuse of the hyphen. They decree that the em-dash will replace the hyphen in their blog for stylistic flair.

Drawing with zero-width characters

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April 1 marks the first day of the new year. the u.s. president's eu summit is set for june 1 - thursday, july 1 at london bridge, where he'll be speaking about the world cup and the euro 2012 qualifying games, including the gold medal match between britain and greece, which takes place in switzerland, will be

High school student discovers 1.5M potential new astronomical objects

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An 18-year-old researcher, Matteo Paz, developed an AI algorithm that discovered 1.5 million potential celestial bodies in space by parsing through NASA data. Paz won the 2025 Regeneron Science Talent Search for his work, which could also be applied to other fields like climate analysis.

Odin: Moving Towards a New "core:OS"

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Odin's core:os package is being redesigned for better cross-platform behavior and consistency. A transition to the new design is expected in Q1 2026, with numerous breaking changes and a new API that requires explicit allocators and returns os.Error.

Grok and the Naked King: The Ultimate Argument Against AI Alignment

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Elon Musk's AI model Grok demonstrates how money and power can shape AI outputs to match one's values. AI alignment is a power game where the owner with the most power decides what values are encoded and modified.

Building an AI agent inside a 7-year-old Rails monolith

https://catalinionescu.dev/_astro/building-ai-agent-part1.COsUp7UB.png
Director of Engineering at Mon Ami built a Ruby on Rails monolith with Algolia index for client records. They successfully integrated a low-code AI agent using RubyLLM gem, overcoming data access and multi-tenancy concerns.

ICE's interest in high-tech gear raises new questions: 'What is it for?'

Governments in the West Are Turning Their Sights on VPNs

https://www.nakedcapitalism.com/wp-content/themes/nakedcapitalism-2019/images/donate/donate-1.jpg
The Danish government has proposed banning VPNs to access geo-restricted content and bypass website blocks, but withdrew the proposal after public backlash. Governments worldwide are increasingly targeting VPNs to control online activity and impose age verification rules.

Codex vs. Claude Code (today)

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The author compares Claude Code and Codex, two AI tools, and concludes that the choice between them depends on individual working styles. Codex is preferred for its high-quality results, while Claude Code is favored for its customizable environment and hands-on approach.

Ultimate-Linux: Userspace for Linux in Pure JavaScript

https://opengraph.githubassets.com/7c2b8e15b815ec53f8124c3daabcb6a59195004315534a51b89da85aa42a78a9/popovicu/ultimate-linux
User is creating a JavaScript-based Linux distribution with a C transpilation step, aiming to demonstrate Linux kernel-user software interface fundamentals. The goal is to create a standalone ELF file that doesn't depend on the system's libc.

How I think about Kubernetes

https://garnaudov.com/images/pfp-tf.png
Kubernetes is a runtime for declarative infrastructure with a type system, where you declare desired state and the system continuously works to match it. It abstracts away workloads by giving infrastructure a type system, allowing you to define desired state in a manifest file.

ZJIT is now available in Ruby 4.0

https://railsatscale.com/2025-12-24-launch-zjit/benchmark.png
ZJIT is a new Ruby compiler that raises the performance ceiling and encourages outside contribution. It's compiled by default in Ruby 4.0 but not enabled by default.

Steve wants us to make the Macintosh boot faster

Steve Jobs motivated engineers to speed up Macintosh boot time by calculating the impact of a 10-second reduction on five million users, saving dozens of lives per year. This pitch motivated the team to shave more than 10 seconds off the boot time.

When a driver challenges the kernel's assumptions

http://miod.online.fr/software/openbsd/stories/udl.jpg
Displaylink's wsdisplay driver caused some kernel assumptions to no longer stand. the driver is now able to return 0 if it did the work, or nonzero (preferrably eagain) after a jump scroll failure, we need to retry the operation with the same number of lines as the failed operation, so that the copy/erase parts of the scrolling operation are consistent with each other. this work eventually

Turning an old Amazon Kindle into a eInk development platform (2021)

https://blog.lidskialf.net/wp-content/uploads/2021/02/kindle_serial_magnified.jpg?w=998
The user bought a cheap Kindle 4 non-touch device stuck in demo mode, but instead of trying to fix it, they decided to repurpose it as a Linux-based e-ink development platform. They successfully gained access to the device, installed a serial port, and enabled SSH, turning it into a neat little wifi-enabled, battery-powered, e-ink Linux development system.

Geometric Algorithms for Translucency Sorting in Minecraft [pdf]

Translucency sorting in Minecraft is challenging due to the need to order quads by depth for correct rendering. This work presents a solution using topological visibility graph sorting and partition tree sorting, improving visual correctness and performance.

Gaussian Splatting 3 Ways

https://opengraph.githubassets.com/463afdef1395022f6f83da948ee8d0b4624ab9f8a7016bb4fcba7179ccc2a2ba/NullandKale/NullSplats
The app uses Tkinter and OpenGL for a 3D Gaussian splats desktop app, wrapping COLMAP and PyTorch for training and caching scenes. It supports DA3, SHARP, and gsplat with wizard flows and caching for reproducible results.

My role as a founder-CTO: year 8

https://miguelcarranza.es/assets/posts/stonks_charts.jpg
The author reflects on 2025 as a year of growth and change for RevenueCat, a company that helps app developers monetize their apps. The author discusses the company's evolution, hiring, and product development, and looks forward to 2026 as a year of new opportunities and challenges.

Graph Algorithms in Rayon

The user discusses various approaches to implementing parallelism in the Wild linker using rayon, including scoped spawning and using crossbeam channels, but finds that these approaches have limitations and complexities. The user considers using async/await as a potential solution to simplify parallel computation and avoid heap allocations, but has not yet explored this option.

I built a quiet site for finding ambient albums while working

https://ambientmusic.com/ambient-music.png
A calm digital space with minimalist, drone, industrial, and dark ambient music to support deep work, study, and reflection.

Microtonal Spiral Piano

This project combines Western music with non-Western scales through N-TET, dividing the octave into equal steps. It allows for rediscovery of lost intervals and harmonies through keyboard input or guitar adaptation.

Show HN: A Claude Code plugin that catch destructive Git and filesystem commands

https://opengraph.githubassets.com/f0386cd746c4040cab69b5edf132f16ac3b89751619fc4e09d3cb241b0bfbcc8/kenryu42/claude-code-safety-net
A safety net plugin for Claude Code catches destructive git and filesystem commands before execution. It provides semantic command analysis, blocks dangerous operations, and allows safe ones, with optional paranoid mode for stricter checks.

My coworker's 36 key Corne open-source keyboard setup

https://cdn.sanity.io/images/3jtsca34/production/7384bbd44dd560bfb93f323a635c111866fb570b-3258x1327.jpg?q=95
The author, a software engineer, adopted a split keyboard to alleviate repetitive strain injury from typing on a standard ANSI keyboard. They customized a 36-key layout with layers to optimize ergonomics and typing efficiency.

What If Heavy Files Felt Heavy?

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The author created a Force Touch interactive sketch to explore the idea of physical properties in digital interactions, such as weight and effort. They propose using pressure-sensitive input to make digital interfaces more communicative and intuitive.

The First Web Server

https://i0.wp.com/dfarq.homeip.net/wp-content/uploads/2024/12/first-web-page-as-it-appeared-in-1992.jpg?resize=300%2C197&ssl=1
Tim Berners-Lee invented the World Wide Web in late 1990, creating HTML, web browser, and server to share information. The first web server reached a usable state by December 20 or 25, 1990, on a NeXT workstation at CERN.

C/C++ Embedded Files (2013)

Embedding resource files in C/C++ programs can be done through various methods, including using preprocessor macros or assembly code blocks. These methods allow for embedding files like shaders without adding extra dependencies to the build process.

Questions engineers should ask future employers in interviews

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The article discusses a "Reverse Interview" checklist to determine if a company's culture and work environment align with an engineer's values and needs. The checklist includes questions about project ownership, code reviews, on-call policies, bug handling, technical challenges, and career growth to ensure a good fit for both the engineer and the company.

Ask HN: What tech purchase did you regret even though reviews were great?

Several products failed to meet expectations in real use, including the Apple Watch due to battery life and laggy interface, and the SteelSeries Arctis Nova Pro headset for poor microphone quality and short battery life.

NYC phone ban reveals some students can't read clocks

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New York City teachers report many students struggle to read traditional clocks after a phone ban revealed the issue. Students are taught to read clocks in early elementary years but may not practice the skill due to increased use of digital devices.

Show HN: Private blogging and journaling with a simulated audience

Privacy matters? Self-host your own instance for complete control.View on GitHub

Show HN: Spacelist, a TUI for Aerospace window manager

https://raw.githubusercontent.com/magicmark/spacelist/main/screenshot.png
Contribute to magicmark/spacelist development by creating an account on GitHub.

Time in C++: Inter-Clock Conversions, Epochs, and Durations

The C++ chrono library enforces rules to prevent accidental misuse of time handling, particularly when converting between clocks with different epochs and durations with varying precision. Understanding these rules and best practices, such as measuring intervals using one clock and keeping rounding and precision choices explicit, can help write robust and portable time-handling code.

Streaming compression beats framed compression

The user optimized WebSocket compression by sharing a single encoder context across messages, reducing bandwidth by 80% compared to per-message compression. This approach can be applied to other streaming protocols like gRPC and HTTP responses, improving compression efficiency.

Koine

https://opengraph.githubassets.com/37cbf158fe1fb342ed55a9ffdc8c528d4c4889b59eaa6f1e712f2fbac7545fd8/pattern-zones-co/koine
Koine connects apps to Claude Code, a coding assistant, allowing tool use and code execution. It exposes Claude Code's power to apps through API keys and a Docker service.

WiFi DensePose: WiFi-based dense human pose estimation system through walls

https://opengraph.githubassets.com/b95077225af32030691c1c541225bca8cc5fc759c14f455681243dae6dd2e239/ruvnet/wifi-densepose
WiFi-DensePose is a WiFi-based human pose estimation system that uses CSI data and machine learning for real-time, privacy-preserving pose detection without cameras. It provides a comprehensive API and tools for configuration, database management, and task management, and can be deployed on various platforms including Docker, Kubernetes, and Terraform.

Line Scan Camera Image Processing

https://pics.dllu.net/file/dllu-pics/rgb_0_prod_no_denoise_a8414d74520f4baa-600.jpg
You use a line scan camera to capture high-resolution images of trains with minimal perspective distortion. You've developed a method to detect moving objects by computing an "energy function" that weighs the horizontal gradient against the total gradient norm.

Mouse: Computer Programming Language (2006)

Mouse is a small computer language developed by Dr. Peter Grogono in the late 1970s and early 1980s for microcomputers. It has two main versions: Mouse-83 and Mouse-2002, with the latter including additional features like floating-point support and file I/O.

Calibre adds AI "discussion" feature

https://static.lwn.net/images/2025/calibre-discuss-sm.png
LWN.net users are discussing the addition of AI features in calibre ebook-management software, with some users upset about the intrusion of AI and others welcoming the feature. The calibre maintainer, Kovid Goyal, has agreed to hide the AI feature from the user interface but has stated that LLM-driven features are here to stay.

The Signature Flicker

https://steipete.me/assets/img/2025/signature-flicker/claude-flicker.gif
Anthropic fixed Claude Code's signature flicker in their latest update. They rewrote the renderer from scratch to achieve a native terminal experience.

What I learned building "comfortable" LED strip lighting

The user built a workspace lighting setup using LED strips and learned about power delivery, optics, and human perception. They found that power planning, wire gauge, and connector losses are crucial for even brightness and color consistency.

Multiscale Aperture Synthesis Imager

https://media.springernature.com/w215h120/springer-static/image/art%3A10.1038%2Fs41467-021-22692-1/MediaObjects/41467_2021_22692_Fig1_HTML.png
Researchers developed a new imaging technique called MASI that uses multiple small sensors to create high-resolution images without the need for lenses or precise alignment. MASI achieves sub-micron resolution at ultralong working distances by coherently synthesizing wavefields from individual sensors through computational phase synchronization.

New York to require social media platforms to display mental health warnings

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Show HN: Euclidle – Guess the Coordinates in N‑Dimensional Space

https://euclidle.com/ogp.png
Euclidean Space Coordinate Guessing Puzzle; Mode:Common Answer; Period:day; Hint:Relative; Difficulty:Basic; Dimensions:3; Coordinate Range:0-9; Attempts:6

Pandas with Rows (2022)

https://datapythonista.me/static/img/blog/airport_delays/dogs.jpg
We want to find the top 5 American airports with the largest average delay on domestic flights using the Data Expo 2009: Airline on time data dataset from Harvard Dataverse. We will explore different approaches to solve the problem efficiently, including using PyPy, PyArrow, and pandas with various engines, and processing data in parallel.

How Postmodernism Killed Great Literature

https://jamesgmartin.center/wp-content/uploads/2025/12/john-michael-thomson-9m1V6A8Fm-A-unsplash-1024x683.jpg
The author argues that modern literature lacks meaning due to the publishing industry's preference for ambiguous narratives over those with clear moral messages. This shift is rooted in postmodern university convictions that reject objective morality and authorial intention.

Intermission: Battle Pulses

https://i0.wp.com/acoup.blog/wp-content/uploads/2025/12/Battle_Scene_after_Hans_Holbein_the_Younger-1.jpg?fit=1200%2C455&ssl=1
The concept of a "battle pulse" in ancient warfare refers to the idea that front lines in contact might occasionally withdraw to catch their breath, replace wounded men, or relieve psychological pressure, but this concept is still debated among historians. While some historians argue that macro-pulses, where lines truly break contact, were a common feature of ancient battles, others argue ...

Undefinable yet Indispensable

https://images.aeonmedia.co/user_image_upload/4607/insert-grotius-sz.jpg?width=3840&quality=75&format=auto
The concept of 'religion' as we understand it today is a relatively modern invention, dating back to the 17th century. Despite the lack of a stable definition, the term 'religion' has endured due to its utility in ordering law, policy, and human understanding.

The AI Noise

https://rishi.monster/posts/time-intelligence-economy-part-1-the-ai-noise/index.png
The author believes AI is unavoidable in the workplace and that effective use of AI is crucial for productivity. They propose a framework called the Time Intelligence Economy to help reason about AI solutions and their value.

Optimal Classification Cutoffs

https://finite-sample.github.io/optimal-classification-cutoffs/_images/piecewise_f1_demo.png
The code optimizes classification thresholds using the optimal_cutoffs library to improve model performance on imbalanced data with asymmetric costs. It finds the optimal F1 threshold for a random forest classifier on a generated dataset.

Easily Dealing with Any-Dimensional Planes

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A plane can be represented by its normal vector and a point within it, but only the normal vector and the dot product of the normal and the point are needed. This allows for easy distance calculation and plane transformations.

Uv: An Fast Python Package Manager

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Charlie Marsh, founder of Astral, discussed his company's Python package manager, UV, which is a fast, all-in-one tool that replaces multiple existing tools in the Python ecosystem. UV's resolver uses a SAT solver to handle complex dependencies and markers, and it has features like universal lock files and marker algebra to ensure reproducible installs across different platforms.

SQLite AI

https://www.sqlite.ai/_astro/our-mission.BWJ6Sz2v_Z25Kg5J.svg
SQLite Al combines local intelligence with global cloud infrastructure for seamless app scaling. It empowers developers to deploy AI models within the database for private, secure, and efficient edge computing.