HyperAgents: Self-referential self-improving agents

Self-referential self-improving agents that can optimize for any computable task # API keys, put these into .env file OPENAI_API_KEY=… ANTHROPIC_API_KEY=… GEMINI_API_KEY=… # Install things sudo dnf install -y python3.12-devel sudo dnf install -y graphviz graphviz-devel cmake ninja-build bzip2-devel zlib-devel ncurses-devel libffi-devel # Create virtual environment python3.12 -m venv venv_nat source venv_nat/bin/activate pip install -r requirements.txt […]
Show HN: Email.md – Markdown to responsive, email-safe HTML
confirm-email.md — preheader: ”Confirm your email address” theme: dark — ::: header {width=”200″} ::: # Confirm your email address Your confirmation code is below – enter it in your open browser window and we’ll help you get signed in. ::: callout center compact # DFY-X7U ::: If you didn’t request this email, there’s nothing to […]
Run a 1T parameter model on a 32gb Mac by streaming tensors from NVMe

_ _ | | | |_ _ _ __ _ _ _ __ __ _ | |_| | | | | ’_ | | | | ’__/ _` | | _ | |_| | |_) | |_| | | | (_| | |_| |_|__, | .__/ __,_|_| __,_| |___/|_| Run models too big for your […]
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Alternative Terms notermsnoconditions.com By accessing or using this site, you acknowledge and accept the following terms. They are intended to be complete, plain, and proportionate to the nature of what is offered here. Agreement 01 You may use this site for any lawful purpose. 02 You may build with it, on top of it, or […]
WolfGuard: WireGuard with FIPS 140-3 cryptography

WolfGuard is the wolfSSL FIPS-compliant refactor of Linux kernel-based WireGuard, originally designed and authored by Jason Donenfeld. Usage is essentially identical. There are two principal components to WolfGuard, the wolfguard.ko kernel module and the wg-fips configuration tool. wolfguard.ko depends on the libwolfssl.ko kernel module, and wg-fips depends on the libwolfssl.so library — these dependencies are […]
Apple Business

March 24, 2026 UPDATE Introducing Apple Business — a new all‑in‑one platform for businesses of all sizes Apple Business combines built-in mobile device management, business email and calendar services with custom domain support, and a powerful new option to reach local customers Apple today announced Apple Business, a new all-in-one platform that includes key services companies need […]
Hypothesis, Antithesis, Synthesis

← Blog Senior Engineer Hello. I wrote Hypothesis. Then, back in November, I joined Antithesis, shortly followed by Liam DeVoe (another core Hypothesis maintainer). The inevitable result was synthesis, which is why today we’re introducing our new family of property-based testing libraries, Hegel.1 It’s a philosophy joke. Hegel is an attempt to bring the quality of […]
LaGuardia pilots raised safety alarms months before deadly runway crash

Pilot safety concerns about New York’s LaGuardia airport were filed to aviation officials months before Sunday’s collision between an airplane and a firetruck left two pilots dead and 41 other people hospitalized. According to the aviation safety reporting system administered by the US space agency Nasa, a pilot using the airport in the summer wrote, […]
Improved Git Diffs with Delta, Fzf and a Little Shell Scripting

Updated on March 24, 2026 in #dev-environment, #linux Spotting differences in code is an important part of what we do, Delta is by far the best CLI diff tool I ever used. Quick Jump: Want to watch the video to see how it works? It’s on YouTube. Around a year before writing this post I […]
Show HN: Gemini can now natively embed video, so I built sub-second video search

Semantic search over dashcam footage. Type what you’re looking for, get a trimmed clip back. ClawHub Skill demo.mp4 How it works SentrySearch splits your dashcam videos into overlapping chunks, embeds each chunk directly as video using Google’s Gemini Embedding model, and stores the vectors in a local ChromaDB database. When you search, your text query […]