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.
2025-12-17
A security model for systemd
lwn.net/Articles/1042888Poettering said that he does have a vision for how all of the security-related pieces of systemd are meant to fit together. He wanted to use his talk to explain ""how the individual security-related parts of systemd actually fit together and why they exist in the first place"".
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.
2025-03-19
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.
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.
2024-11-19
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.
2024-11-13
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.
2024-10-12
Dependency Management Data
dmd.tanna.dev2024-09-12
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.)
2024-09-10
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.
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.
2024-08-19
JTAG Hacking with a Raspberry Pi - Introducing the PiFex
voidstarsec.com/blog/jtag-pifexJTAG for Reverse Engineers
2024-07-31
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.
2024-07-07
Optimizing Large-Scale OpenStreetMap Data with SQLite
jtarchie.com/posts/2024-07-02-optimizing-large-scale-openstreetmap-data-with-sqlite2024-07-04
Finding near-duplicates with Jaccard similarity and MinHash - Made of Bugs
blog.nelhage.com/post/fuzzy-dedup2024-06-20
Even JSONB in Postgres needs schemas
nexteam.co.uk/posette_even_jsonb_in_postgres_needs_schemas.pdfTalk from POSETTE conference