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.
2025-07-03
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
2025-01-22
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!
2024-11-27
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
2024-11-19
Using Nix to Fuzz Test a PDF Parser (Part One)
mtlynch.io/nix-fuzz-testing-1Fuzz testing is a technique for automatically uncovering bugs in software. The problem is that it’s a pain to set up. Read any fuzz testing tutorial, and the first task is an hour of building tools from source and chasing down dependencies upon dependencies.
I recently found that Nix eliminates a lot of the gruntwork from fuzz testing. I created a Nix configuration that kicks off a fuzz testing workflow with a single command.
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
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.
2024-09-04
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.
2024-08-19
JTAG Hacking with a Raspberry Pi - Introducing the PiFex
voidstarsec.com/blog/jtag-pifexJTAG for Reverse Engineers
2024-07-31
Revealing the Inner Structure of AWS Session Tokens
medium.com/@TalBeerySec/revealing-the-inner-structure-of-aws-session-tokens-a6c76469cba7TL;DR: A world first reverse engineering analysis of AWS Session Tokens. Prior to our research these tokens were a complete black box…
Compiler Options Hardening Guide for C and C++
best.openssf.org/Compiler-Hardening-Guides/Compiler-Options-Hardening-Guide-for-C-and-C++.htmlThe Best Practices for OSS Developers working group is dedicated to raising awareness and education of secure code best practices for open source developers.
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
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.