Compiling Ruby to machine language

https://patshaughnessy.net/assets/2025/11/17/Figure-4-5.svg
You're working on a new edition of Ruby Under a Microscope covering Ruby 3.x, focusing on YJIT and ZJIT. YJIT counts function calls to convert code into machine language when a threshold is reached.

Show HN: I built a synth for my daughter

https://bitsnpieces.dev/assets/posts/2025-11-10-a-synth-for-my-daughter/prototype-enclosure.jpeg
The user built a portable step-sequencer synthesizer for their daughter's third birthday, learning about microcontrollers, CAD, and PCB design in the process. They created a functional prototype with an OLED screen and a SAM2695 synthesizer module, but now face challenges in bringing the product to market due to regulatory and financial hurdles.

Azure hit by 15 Tbps DDoS attack using 500k IP addresses

https://www.bleepstatic.com/content/hl-images/2025/06/12/DDoS-outage-map-globe.jpg
Aisuru botnet launched a 15.72 Tbps DDoS attack on Azure's network using 500,000 IP addresses. The attack targeted a specific public IP address in Australia with nearly 3.64 billion packets per second.

My stages of learning to be a socially normal person

https://substackcdn.com/image/fetch/$s_!jDts!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F411b8627-fff0-4ad0-aaa9-03b7757ab5eb_1024x667.jpeg
The author struggled with social awkwardness and developed various approaches to connect with people, from trying to be witty and urbane to adopting a more flexible and responsive attitude.

Project Gemini

Gemini is a timeless internet technology for an electronic library of interconnected documents. It aims to provide a lightweight online space prioritizing readers' privacy, attention, and bandwidth.

Show HN: Parqeye – A CLI tool to visualize and inspect Parquet files

https://raw.githubusercontent.com/kaushiksrini/parqeye/main/.github/assets/demo.gif
parqeye lets you peek inside your Parquet files. Instantly inspect their contents, schema, and metadata — right from your terminal. Interactive Data Visualization - Browse through your Parquet data in a table view with keyboard navigation. File Metadata - View Parquet file-level metadata including version, created by, encoding stats and more.

Run ancient UNIX on modern hardware

https://raw.githubusercontent.com/felipenlunkes/run-ancient-unix/main/doc/frontend.png
This repository allows running ancient UNIX versions on modern Unix-like systems. It includes UNIX versions released under the Caldera license and other components under different licenses.

Show HN: Reversing a Cinema Camera's Peripherals Port

https://3nt3.de/blog/reversing-fs7-comms/rigged-fs7.webp
The user reverse-engineered the protocol of their Sony PXW-FS7 camera's side grip to create custom buttons on the top handle. They designed and built a custom PCB and housing to implement the new buttons, overcoming various challenges and issues along the way.

“One Student One Chip” Course Homepage

https://ysyx.oscc.cc/docs/res/logo.png
Contact Yu Zihao via yuzihao#ict.ac.cn for lab handout errors or questions. Estimated completion times are based on intermediate learners, with beginners expected to spend 2-3 times more time.

Astrophotographer snaps skydiver falling in front of the sun

https://assets.iflscience.com/assets/articleNo/81570/iImg/87552/icarus.jpeg
Astrophotographer Andrew McCarthy and skydiver Gabriel C. Brown collaborated to create a stunning image called The Fall of Icarus. The image shows Brown falling over a hydrogen alpha light image of the Sun, with his silhouette perfectly framed between sunspots.

FreeMDU: Open-source Miele appliance diagnostic tools

https://raw.githubusercontent.com/medusalix/FreeMDU/master/demo.gif
FreeMDU is a free open-source alternative to Miele's proprietary diagnostic software, allowing users to communicate with Miele appliances via an optical diagnostic interface. It's highly experimental and requires caution to avoid damaging devices.

Temporal Dithering of NeoPixels on an ATtiny412

http://sarah.alroe.dk/assets/scal/2025-02-22%20Stack.jpg
The user created a physical version of the neurodiversity rainbow infinity symbol using 27 WS2812B addressable RGB LEDs driven by an ATtiny412 microcontroller. They implemented temporal dithering to improve color resolution, using either ordered dither or error diffusion, and chose ordered dither for its simplicity but noted it introduces aliasing.

Show HN: Continuous Claude – run Claude Code in a loop

https://opengraph.githubassets.com/da6129077912d899073c00172c74e09beefe2789e6930bb727509d412cc99846/AnandChowdhary/continuous-claude
You created a CLI tool called Continuous Claude to run Claude Code in a loop for persistent context across multiple iterations. It maintains a persistent context and results from one iteration to the next.

I caught Google Gemini using my data and then covering it up

https://bear-images.sfo2.cdn.digitaloceanspaces.com/unbuffered-stream/alembic1-1.webp
You discovered Google Gemini's Personal Context feature and are concerned about its secrecy and potential dishonesty. You think a truth-seeking AI like Gemini should prioritize transparency over hiding its capabilities.

Windows 11 adds AI agent that runs in background with access to personal folders

https://www.windowslatest.com/wp-content/uploads/2025/11/Windows-11-AI-Agent-feature-696x392.jpg
Microsoft is adding an experimental feature called Agent Workspace to Windows 11, allowing AI agents to access user folders and run in the background. This feature is optional and may affect performance and security, but gives users access to new AI experiences.

Ion: Modern System Shell in Rust

https://raw.githubusercontent.com/redox-os/ion/master/.gitlab/vim_syntax.png
Ion is a modern Rust-based shell with a simple syntax and high performance. It's still a work in progress but has a stable RFC process and IDE support through a LSP-server.

The marriage proposal that's hidden in two 1990s PlayStation games

https://substackcdn.com/image/fetch/$s_!5uWB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feca6ebb8-9f61-4deb-9a9b-793a4219cead_640x480.png
How many video games include a marriage proposal? At least one! Plug in a second controller and use it to enter this sequence at the main menu of NCAA Basketball Final Four 97: And if you answer No, I won’t, you’ll get this one: I found this by noticing this ?? PUZZLE ?? item in the list of strings for the main menu: Then I did my usual memory snapshot diff trick to figure out which memory ...

WeatherNext 2: Our most advanced weather forecasting model

https://storage.googleapis.com/gweb-uniblog-publish-prod/images/WeatherNext2_KeywordHero_2096x118.width-200.format-webp.webp
Google DeepMind and Google Research introduced WeatherNext 2, a more efficient forecasting model that generates forecasts 8x faster with up to 1-hour resolution. It's now available in Earth Engine and BigQuery, and will power weather information in Google Maps.

Show HN: ESPectre – Motion detection based on Wi-Fi spectre analysis

https://raw.githubusercontent.com/francescopace/espectre/main/images/home_lab.jpg
ESPectre is a Wi-Fi sensing project that detects movement using Channel State Information (CSI) without cameras, microphones, or wearables. It uses a mathematical approach with 10 features and multi-criteria detection for movement patterns, with potential for future ML-based enhancements.

Aldous Huxley predicts Adderall and champions alternative therapies

https://angadh.com/assets/imgs/thumbnails/huxley.png
Huxley's lecture series discusses non-pharmacological means to self-actualisation through techniques like Alexander technique and Gestalt therapy. He advocates for adapting education to individual personalities and developing new methods to realise human potentialities.

How when AWS was down, we were not

https://authress.io/knowledge-base/assets/images/index-7d56c4696e72ba6b68d1bf2e85de661d.png
The author discusses how their company, Authress, maintains a 5-nines SLA (99.999% uptime) despite relying on AWS services, which are prone to failures. They explain how they use a combination of retry mechanisms, failover strategies, and automation to ensure their service remains available even when AWS services are down.

Raccoons are showing early signs of domestication

https://static.scientificamerican.com/dam/m/16ec165681c1eb1e/original/GettyImages-1047163322_web.jpeg?m=1763062669.666&w=600
A new study finds that raccoons in urban areas are physically changing due to life around humans, an early step in domestication. The study suggests that animals become habituated to human environments, leading to traits such as a shorter face and reduced fear response.

A new book about the origins of Effective Altruism

https://images.newrepublic.com/eda996a9a9fe47eb507f091a534f73f22f8ad267.jpeg?auto=format&fit=crop&crop=faces&q=65&w=1000&ar=3%3A2&ixlib=react-9.10.0
Effective altruism, inspired by Peter Singer's thought experiment, aims to maximize global good through rational decision-making. However, the movement has strayed from its original aim, attracting controversy and scandal due to its association with techno-fascists and wealthy individuals.

How to escape the Linux networking stack

Cloudflare engineers attempted to implement soft-unicast IP packet forwarding but encountered Linux networking stack limitations. They created a service called SLATFATF or "fish" to proxy IP packets.

Giving C a superpower: custom header file (safe_c.h)

https://i.ibb.co.com/ZpKKd4FS/grep-bench-recursive-Dirs.png
The user wrote a C23 grep clone called cgrep using a custom header file called safe_c.h that provides modern safety features from C++ and Rust, making C code safer and more convenient to write. The custom header file includes features such as RAII semantics, smart pointers, automated reference counting, type-safe vectors, and explicit error handling, which help prevent common C pitfalls like ...

Rebecca Heineman has died

https://cdn.mos.cms.futurecdn.net/Vji3V6i3HDWUHeQ22PrjFL-200-80.jpg.webp
Rebecca Heineman, a 62-year-old game developer, has died after a cancer diagnosis. She was a pioneer in the industry, credited on 67 games, and co-founded Interplay.

Where do the children play?

https://substackcdn.com/image/fetch/$s_!da5d!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F87cd1ad8-f1b5-452a-8ad0-b29dd1b37e23_1920x1201.heic
Western children are sheltered in physical space but exposed to digital dangers, seeking peer cultures online due to lack of independent mobility and play spaces. Parents should create better digital alternatives that preserve freedom and safety, rather than simply blaming tech companies or screen time.

The time has finally come for geothermal energy

https://media.newyorker.com/photos/6913c03f9ce1c24aaa1bac3c/master/w_2560%2Cc_limit/r47020.jpg
Iceland relies heavily on geothermal energy, which provides over a quarter of the country's electricity and heats most homes. The country's unique geology and innovative drilling techniques have made geothermal energy a cost-competitive and sustainable option.

An official atlas of North Korea

https://substackcdn.com/image/fetch/$s_!BgYA!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4699e862-fbcf-481d-b6d4-774235f3267c_1011x1507.jpeg
A North Korean encyclopaedia's 672 maps show Korea as one country, with the US and Japan depicted in dark grey as enemies. The maps also omit Israel and include the Sahrawi Arab Democratic Republic of Western Sahara.

Show HN: PrinceJS – 19,200 req/s Bun framework in 2.8 kB (built by a 13yo)

PrinceJS is the fastest Bun web framework in 2025. 19,200 requests per second in just 2.8 kB gzipped. Built by a 13-year-old Nigerian developer.