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.
2026-04-05
Killing the ISP Appliance: An eBPF/XDP Approach to Distributed BNG
markgascoyne.co.uk/posts/ebpf-bngAn open-source, eBPF-accelerated BNG that runs directly on OLT hardware - eliminating expensive centralised appliances
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?
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.
2025-07-07
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-Learned#SummaryAchieving high-performance asynchronous Rust projects transcends mere usage of the async/await syntax; it fundamentally relies on a deep understanding of the underlying task scheduling, lock optimization, and architecture design principles.
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.
2025-04-28
Nick Appleton’s blog and stuff - Building a digital filter for use in synthesisers
www.appletonaudio.com/blog/2022/building-a-digital-filter-for-use-in-synthesisersThis is a tutorial on how to build a digital implementation of a 2nd-order, continuously-variable filter (i.e. one where you can change the parameters runtime) that has dynamic behaviour that mimics an analogue filter.
2025-01-22
Packer: How to Build NixOS 24 Snapshot on Hetzner Cloud - Developer Friendly Blog
developer-friendly.blog/blog/2025/01/20/packer-how-to-build-nixos-24-snapshot-on-hetzner-cloudStep-by-step guide to building a NixOS 24 snapshot on Hetzner Cloud using Packer, with complete configuration files and OpenTofu deployment examples.
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!
2024-11-22
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.
2024-10-18
Optimizing Mandelbrot Generation with SIMD
bumbershootsoft.wordpress.com/2024/01/27/optimizing-mandelbrot-generation-with-simd2024-10-12
Dependency Management Data
dmd.tanna.dev2024-09-07
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.
2024-08-19
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…
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.