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.
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.
2025-12-17
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"".
2025-08-27
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.
2025-04-28
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.
2025-03-19
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.
2024-11-22
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-simd2024-09-12
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.)
2024-09-02
Timeseries Indexing at Scale - Artem Krylysov
artem.krylysov.com/blog/2024/06/28/timeseries-indexing-at-scale2024-08-29
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.
2024-08-19
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.
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.