2026-07-22
Foundations — idlemachines
idlemachines.co.uk/courses/foundationsStart here if you're new to ML. In nineteen problems we'll get from dot products to a working training loop, all in NumPy. Implement the building blocks (sigmoid, softmax, cross-entropy, attention masks), then build a linear layer and work through the backwards passes that make training work.
2026-04-15
Immutable Systems: NixOS + systemd-repart + systemd-sysupdate
x86.lol/generic/2024/08/28/systemd-sysupdate.htmlWhen you build software for embedded devices (your Wi-Fi router or home automation setup on your Raspberry Pi), there is always the question how to build these images and how to update them.
2025-08-27
Inside Windows 3
www.xtof.info/inside-windows3.htmlWindows 3 is often said to be just an UI on top of DOS. This article presents some of the inner side of Windows 3.x and will show that it is more ambitious and advanced than that.
2025-06-27
How fast are Linux pipes anyway?
mazzo.li/posts/fast-pipes.htmlPipes are ubiquitous in Unix --- but how fast can they go on Linux? In this post we'll iteratively improve a simple pipe-writing benchmark from 3.5GiB/s to 65GiB/s, guided by Linux
perf.
2025-05-22
Collaborative Text Editing without CRDTs or OT - Matthew Weidner
mattweidner.com/2025/05/21/text-without-crdts.htmlThis blog post describes an alternative, straightforward approach to collaborative text editing, without Conflict-free Replicated Data Types (CRDTs) or Operational Transformation (OT). By making text editing flexible and easy to DIY, I hope that the approach will let you create rich collaborative apps that are challenging to build on top of a black-box CRDT/OT library.
2025-03-19
Comptime Zig ORM
matklad.github.io/2025/03/19/comptime-zig-orm.htmlThis post can be considered an advanced Zig tutorial. I will be covering some of the more unique
aspects of the language, but won't be explaining the easy part. If you haven't read the Zig
Language Reference, you might start there. Additionally,
we will also learn the foundational trick for implementing relational model.
2024-12-05
Optimization adventures: making a parallel Rust workload 10x faster with (or without) Rayon | Blog | Guillaume Endignoux
gendignoux.com/blog/2024/11/18/rust-rayon-optimized.htmlIn a previous post, I’ve shown how to use the rayon framework in Rust to automatically parallelize a loop computation across multiple CPU cores.
In this post, I’ll first explain which profiling tools I used to chase optimizations, before diving into how I built a faster replacement of Rayon for my use case. In the next post, I’ll describe the other optimizations that made my code much faster. Spoiler alert: copying some data sped up my code!
2024-11-27
April King — Handling Cookies is a Minefield
grayduck.mn/2024/11/21/handling-cookies-is-a-minefieldDiscrepancies in how browsers and libraries handle HTTP cookies, and the problems caused by such things.
2024-11-22
Protecting Signal Keys on Desktop
cryptographycaffe.sandboxaq.com/posts/protecting-signal-desktop-keysThis blogpost describes our investigation and proof of concept to enhance the security of Signal Messenger key management on desktop.
2024-11-20
Why I love Rust for tokenising and parsing
xnacly.me/posts/2024/rust-pldevMacros, iterators, patterns, error handling and match make Rust almost perfect
2024-11-13
What I Wish Someone Told Me About Postgres
challahscript.com/what_i_wish_someone_told_me_about_postgresI want to try to catalog the bits that I wish someone had just told me before working with a Postgres database. Hopefully, this makes things easier for the next person going on a journey similar to mine.
2024-11-07
Model Predictive Control in the browser with WebAssembly | garethx
garethx.com/posts/cart-pole-mpcCommentary on software, robotics, and computer vision.
2024-09-19
How to Build a Small Solar Power System
solar.lowtechmagazine.com/2023/12/how-to-build-a-small-solar-power-systemThis guide explains everything you need to know to build stand-alone photovoltaic systems that can power almost anything you want.
2024-09-10
What is the best pointer tagging method?
coredumped.dev/2024/09/09/what-is-the-best-pointer-tagging-methodIn this post, we are going to take a deep dive into pointer tagging, where metadata is encoded into a word-sized pointer. Doing so allows us to keep a compact representation that can be passed around in machine registers. This is very common in implementing dynamic programming languages, but can really be used anywhere that additional runtime information is needed about a pointer. We will look at a handful of different ways these pointers can be encoded and see how the compiler can optimize them for different hardware.
2024-09-07
About
www.braggoscope.com/aboutExplore the In Our Time archive.
Elixir Dev Environment With Nix Flakes
www.mathiaspolligkeit.com/elixir-dev-environment-with-nix-flakesIn a previous article, I described how to set use Nix and Niv to configure an Elixir dev environment. This setup can be simplified by using Nix flakes instead of Niv.
2024-09-04
the spatula
www.thespatula.io/rust/rust_io_uring_echo_serverIn this article we build off what we’ve already learned about io_uring and extend that to build an async echo server.
2024-08-29
Overloaded fields, type safety, and you
educatedguesswork.org/posts/text-type-safetyThe underlying problem we are facing here with all these examples is the same: having the same set of bits which can mean two different things and needing some way to distinguish those two meanings. Failure to do so leads to ambiguity at best and serious defects at worst. That's why you see so much emphasis in modern systems on type safety and on strict domain separation between different meanings.
2024-07-31
Build your own SQS or Kafka with Postgres
blog.sequinstream.com/build-your-own-sqs-or-kafka-with-postgresWe're Sequin, an open source message stream built on Postgres. We think Sequin's cool, but you don't need to adopt the project to get started with streaming in Postgres. In fact, you can turn Postgres into a basic queue/stream pretty easily. Below, we share what we've learned so you