TurboQuant: Redefining AI efficiency with extreme compression

https://storage.googleapis.com/gweb-research2023-media/original_images/Quantization-hero.gif
Researchers developed TurboQuant, a vector quantization algorithm that reduces memory usage without sacrificing AI model performance. It achieves high compression with zero accuracy loss, ideal for key-value cache compression and vector search.

VitruvianOS – Desktop Linux Inspired by the BeOS

https://v-os.dev/img/photogrid.png
Vitruvian OS is a free, open-source operating system built on Linux with a user-friendly interface and KISS principles. It prioritizes user experience and data privacy, with a strong focus on community feedback and customization.

Flighty Airports

https://flighty.com/airports/image/card-airport-details.jpg
Search any airport for real-time delays, weather, arrivals, departures, and performance insights powered by Flighty.

Goodbye to Sora

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I Forked Httpx

A contributor to the popular Python HTTP client HTTPX is frustrated with the lack of releases and maintenance, leading to a decision to create a stable fork of the project. The fork aims to maintain a stable path for users, with a motto of "Move a little faster and not break things," and has a potential co-maintainer to share the load.

Show HN: I took back Video.js after 16 years and we rewrote it to be 88% smaller

https://videojs.org/.netlify/images?url=_astro%2Fcompare-no-abr.DkCWXjpX.png&w=1376&h=768
Video.js v10.0.0 beta is a ground-up rewrite of the video player, modernizing it for today's web development and setting the foundation for AI-augmented features. It's 88% smaller than the previous version and features a new engine project called SPF for smaller streaming engines.

Tell HN: Litellm 1.82.7 and 1.82.8 on PyPI are compromised

https://opengraph.githubassets.com/b08f0d4bd81d3bfed53bb4a30b44b510d36a01972535db490c3a4839d3d6b313/BerriAI/litellm/issues/24512
A malicious litellm package on PyPI contains a .pth file that steals credentials. Users who installed it via pip should rotate all credentials.

Apple Business

https://www.apple.com/newsroom/images/2026/03/introducing-apple-business-a-new-all-in-one-platform-for-businesses-of-all-sizes/article/Apple-Business-hero_big.jpg.large.jpg
Apple Business is a new platform that offers all-in-one services for companies to manage devices, reach customers, and get support. It features built-in mobile device management, email, calendar, and directory services, and will be available in over 200 countries starting April 14.

I wanted to build vertical SaaS for pest control, so I took a technician job

https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,quality=80,format=auto,onerror=redirect/uploads/user/profile_picture/bb6befa6-aa79-4ca7-819f-5e1070355d60/terry_profile_background.jpeg
You worked in GTM consulting for traditional industries, noticed decreased interest in ride-alongs and research calls, and joined a home services company as a tech. You found the industry challenging due to poor recruitment and inefficient processes.

Arm AGI CPU

https://newsroom.arm.com/wp-content/uploads/2026/03/20260216_VISION25_ExplodedTight_Chip-01-16x9_16bit-1400x788.png
Arm has announced the Arm AGI CPU, a production-ready silicon designed for AI infrastructure. It delivers high performance and efficiency for agentic AI workloads at massive scale.

You can run a DNS server (2025)

The user recommends using PowerDNS for DNS records and suggests setting up a subdomain with its own NS record for redundancy. This allows for separate DNS servers and easier management of records.

Show HN: DuckDB community extension for prefiltered HNSW using ACORN-1

https://opengraph.githubassets.com/567e59f430457ced4301a81b3fa3912e0c0b4880f72a7102cd652b43caf218b5/cigrainger/duckdb-hnsw-acorn
This extension adds HNSW indexing to DuckDB for vector similarity search. It supports filtered queries and uses ACORN-1 algorithm for high recall.

VNDB founder Yorhel has died

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Fun with CSF firmware (RK3588 GPU firmware)

The Mali-G610 GPU requires firmware (mali_csffw.bin) to be present in a firmware directory for use, which runs on a Cortex-M7 microcontroller inside the GPU. The MCU communicates with the rest of the system through interrupts, doorbells, and shared memory regions, allowing for tasks such as power management and command stream processing.

Algorithm Visualizer

https://raw.githubusercontent.com/algorithm-visualizer/algorithm-visualizer/master/branding/screenshot.png
Algorithm Visualizer is an interactive platform that visualizes code in various programming languages to help understand algorithmic behavior. It consists of multiple repositories including a web app, server, and language-specific visualization libraries.

Show HN: Email.md – Markdown to responsive, email-safe HTML

https://www.emailmd.dev/_next/image?url=https%3A%2F%2Fimgs.emailmd.dev%2Fss%2Fconfirm_email.png&w=1200&q=75
Turn markdown into responsive, email-safe HTML that renders perfectly across every client.

Intel Device Modeling Language for virtual platforms

https://opengraph.githubassets.com/30975c4638ec05ce46c868df850fd40ed4bf987104b5664f9472281ee0bc984e/intel/device-modeling-language
The Device Modeling Language (DML) is a domain-specific language for writing fast functional or transaction-level device models for virtual platforms, compiled by the DML Compiler (DMLC) into C code. To build DMLC, you need a Simics simulator installation and a Simics project set up, and follow specific steps to compile and run unit tests.

A Compiler Writing Journey

https://opengraph.githubassets.com/ac5506360bb4985ff21177ef191ef8939da2a036d1191e5fa7651eafdf0ac242/DoctorWkt/acwj
User is documenting a self-compiling compiler for a C subset, now working on a new language called alic from scratch, using SubC compiler code as reference. User's code has a different license than SubC.

Wine 11 rewrites how Linux runs Windows games at kernel with massive speed gains

https://static0.xdaimages.com/wordpress/wp-content/uploads/wm/2025/09/windows-apps-through-wine.jpg?&fit=crop&w=1600&h=900
Wine 11 brings significant improvements to Linux gaming with NTSYNC, a new kernel driver that corrects synchronization issues, and WoW64 architecture overhaul, allowing 32-bit applications to run on 64-bit systems without additional libraries.

An Aural Companion for Decades, CBS News Radio Crackles to a Close

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Implementing automatic eSIM installation on Android

https://miro.medium.com/v2/resize:fit:700/1*9YP0yFgyWSxOaf0eRve_LA.png
The article discusses implementing eSIM installation on Android devices, focusing on using the Local Profile Assistant (LPA) and handling errors. It explains how to download and install an eSIM profile, resolve resolvable errors, and obtain necessary permissions.
https://opengraph.githubassets.com/89199e453128d104b546a4066272c40327435c7337082d2e5fa75891dfd301c6/ssrajadh/sentrysearch
SentrySearch indexes dashcam videos using Google's Gemini Embedding model and stores video embeddings in a local database. It allows sub-second semantic search over hours of footage by directly comparing text queries to video embeddings.

A Chess Playing Machine – Shannon (1950) [pdf]

JSTOR is a digital archive for scholars, researchers, and students. A machine can play chess by translating moves into numbers, evaluating positions, and selecting the best move.

Hypothesis, Antithesis, synthesis

https://antithesis.com/blog/2026/hegel/images/david.jpg
Hegel is a new family of property-based testing libraries that brings Hypothesis quality to every language, making it easy to integrate with Antithesis for increased bug-finding power. Hegel is still in early days but has the potential to be a huge part of the future of software development, especially with AI-based workflows.

Hypura – A storage-tier-aware LLM inference scheduler for Apple Silicon

https://opengraph.githubassets.com/c3c48e298fb78d11bf1ba304d15f6ca0a355e1bff49ff24490a3d71adcd70fd8/t8/hypura
Hypura is a storage-tier-aware LLM inference scheduler for Apple Silicon that enables large models to run without crashing systems. It optimizes model placement across GPU, RAM, and NVMe tiers for efficient inference.

What happened to GEM?

https://i0.wp.com/dfarq.homeip.net/wp-content/uploads/2012/08/what-happened-to-gem.jpg?resize=300%2C187&ssl=1
GEM was a GUI developed by Digital Research for IBM PCs and Atari STs, but it failed due to lack of software and performance issues. It was discontinued in 1988, but survived on the Atari ST and was later released as open source in 1999.

Missile defense is NP-complete

https://smu160.github.io/images/two_interceptors_one_warhead.gif
Missile defense is a hard problem due to unreliable interceptors and a complex allocation problem. The optimal solution is NP-complete, but recent research has developed algorithms to solve instances with thousands of targets and interceptors in seconds.

How the world’s first electric grid was built

https://worksinprogress.co/wip-image/uploads/2026/03/Mockup-Cover-for-WEB-01.png
The UK's electricity grid was developed in the early 20th century through a series of private and municipal efforts, but struggled with inefficiency and lack of standardization. The grid was eventually nationalized in 1947 and later privatized in 1995, with the current government renationalizing its operation in 2024.

The final switch: Goldsboro, 1961

https://i0.wp.com/blog.nuclearsecrecy.com/wp-content/uploads/2013/09/Schlosser-Command-and-Control-book.jpg?resize=380%2C552&ssl=1
Author Eric Schlosser's new book, Command and Control, discusses nuclear weapons accidents, including the 1961 Goldsboro accident where two hydrogen bombs nearly detonated. The incident highlights the risks of nuclear accidents and the need for safety measures in nuclear weapons systems.

Nanobrew: The fastest macOS package manager compatible with brew

Install macOS packages 7,000x faster than Homebrew. APFS clonefile, parallel deps, native Mach-O parsing. Written in Zig.