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
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.
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.
2025-05-22
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.
2025-03-10
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
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.
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.
2024-11-20
Why I love Rust for tokenising and parsing
xnacly.me/posts/2024/rust-pldevMacros, iterators, patterns, error handling and match make Rust almost perfect
2024-10-18
Optimizing Mandelbrot Generation with SIMD
bumbershootsoft.wordpress.com/2024/01/27/optimizing-mandelbrot-generation-with-simd2024-10-12
Dependency Management Data
dmd.tanna.dev2024-09-25
Web Browser Engineering
browser.engineeringWeb browsers are ubiquitous, but how do they work? This book explains, building a basic but complete web browser, from networking to JavaScript, in a couple thousand lines of Python.
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.
2024-09-12
Computational Journalism | At the Tow Center for Digital Journalism
compjournalism.comThe course is a hands-on, research-level introduction to the areas of computer science that have a direct relevance to journalism, and the broader project of producing an informed and engaged public $100 installment loan. We study two big ideas: the application of computation to produce journalism (such as data science for investigative reporting), and journalism about areas that involve computation (such as the analysis of credit scoring algorithms.)
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.
2024-09-02
Timeseries Indexing at Scale - Artem Krylysov
artem.krylysov.com/blog/2024/06/28/timeseries-indexing-at-scale2024-07-31
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.
2024-07-15
Calculating Position from Raw GPS Data | Telesens
www.telesens.co/2017/07/17/calculating-position-from-raw-gps-data2024-07-07
Optimizing Large-Scale OpenStreetMap Data with SQLite
jtarchie.com/posts/2024-07-02-optimizing-large-scale-openstreetmap-data-with-sqlite2024-06-20
Even JSONB in Postgres needs schemas
nexteam.co.uk/posette_even_jsonb_in_postgres_needs_schemas.pdfTalk from POSETTE conference