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.
2026-02-25
Tracking NixOS option values and dependencies | oddlama's blog
oddlama.org/blog/tracking-options-in-nixosThere are thousands of options in NixOS, but as users, we usually only interact with a select few of them. Despite that, a huge amount of those options does influence the final result in some way. Have you ever wondered which of them were actually relevant for your specific system?
Finding the Bottom Turtle · blog.dave.tf
blog.dave.tf/post/finding-bottom-turtleSome reflections on trusting trust, and how deep the rabbit hole goes.
2026-01-09
Decorative Cryptography
www.dlp.rip/decorative-cryptographyLast year, I came agross a Linux kernel feature called TCG_TPM2_HMAC. It claims to detect or prevent active and passive interposer attackers.
It all sounds really great. We should care about interposer adversaries. It’s great to use the TPM features that were invented to help us with these problems.
2025-11-18
Patterns for Defensive Programming in Rust | corrode Rust Consulting
corrode.dev/blog/defensive-programming[...] hard-learned patterns to write more defensive Rust code, learned throughout years of shipping Rust code to production. I’m not talking about design patterns here, but rather small idioms, which are rarely documented, but make a big difference in the overall code quality.
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.
2025-07-03
Rewriting Kafka in Rust Async: Insights and Lessons Learned in Rust | Rex Wang
wangjunfei.com/2025/06/18/Rewriting-Kafka-in-Rust-Async-Insights-and-Lessons-LearnedRex Wangs blog
2025-03-10
The power of interning: making a time series database 2000x smaller in Rust | Blog | Guillaume Endignoux
gendignoux.com/blog/2025/03/03/rust-interning-2000x.htmlIn this deep dive post, I’ll explain how I used the interning design pattern in Rust to compress this data set by a factor of two thousand! We’ll investigate how to best structure the interner itself, how to tune our data schema to work well with it, and likewise how serialization can best leverage interning.
2025-01-22
Building a tiny Linux from scratch
blinry.org/tiny-linuxLast week, I built a tiny Linux system from scratch, and booted it on my laptop!
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.
2024-11-13
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.
2024-09-10
Notes on Distributed Systems for Young Bloods – Something Similar
www.somethingsimilar.com/2013/01/14/notes-on-distributed-systems-for-young-bloodsBelow is a list of some lessons I’ve learned as a distributed systems engineer that are worth being told to a new engineer. Some are subtle, and some are surprising, but none are controversial. This list is for the new distributed systems engineer to guide their thinking about the field they are taking on. It’s not comprehensive, but it’s a good beginning.
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
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.
2024-07-28
Windows Security best practices for integrating and managing security tools | Microsoft Security Blog
www.microsoft.com/en-us/security/blog/2024/07/27/windows-security-best-practices-for-integrating-and-managing-security-toolsWe examine the recent CrowdStrike outage and provide a technical overview of the root cause.