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TuneAgent: Agentic Operating System Kernel Tuning with Reinforcement Learning
Announce Type: replace Abstract: Linux kernel tuning is essential for optimizing operating system (OS) performance, yet remains challenging due to the complex kernel space, sparse performance feedback, and strong workload sensitivity. We present TuneAgent, an agentic Linux kernel tuning framework powered by rule-based reinforcement learning (RL). TuneAgent formulates the kernel space as a constrained RL environment, enabling large language models (LLMs) to autonomously explore the kernel...
Linux Basics for Hackers
A structured course built from personal study notes of the book Linux Basics for Hackers by OccupyTheWeb. Each module breaks down the core concepts, commands, and practical examples in plain English — straightforward enough for beginners, detailed enough to actually be useful. - Plain English explanations of every concept - All key commands with examples - Quick reference tables - Diagrams where helpful - Practice exercises at the end - VirtualBox or any VM software - Kali Linux (64-bit)
Sysadmining Like It's 2009
I'm wicked excited, it's finally here! Legacy Labs is officially starting its first ever event! For the next two months I'm going to be sysadmining like it's 2009, well sort of, I'll break down my full plan here in a second and it's a little bit anachronistic but there's a reasoning behind it.
Dusklight – GC Twilight Princess Decompiled
Dusklight is now available! Check out our announcement post and release trailer. Become a legend – again.
The advertising cartel coming to your web browser
The advertising cartel coming to your web browser When Meta, Google and Apple agree on a “privacy” feature, watch out. The three companies (along with Mozilla, which is on one of their “ad features in the browser” kicks again) are drawing up a built-in advertising measurement system, called Attribution Level 1, as a standard feature of web browsers. The system is intended to measure the effectiveness of advertising by enabling advertisers to correlate “impressions,” the occasions on which...
I replaced Spotify with a homemade FM radio station
In the interests of reducing my screen time and phone use, I ended up spending far too many hours glued to my laptop trying to build a custom FM radio station. As part of a wide-ranging quest to achieve a minimalist lifestyle, a few months ago I ditched Spotify et al in favour of good old-fashioned linear broadcasting, via a cheap FM radio sat on the kitchen counter. This has worked mostly fine, but as a transhemispherical immigrant I found myself missing UK shows and finding my niche...
Flipper One wants to be the Linux multi-tool in your pocket
Flipper Devices has unveiled the Flipper One, an ARM-based Linux computer designed as a versatile multi-tool, featuring extensive connectivity like HDMI and Gigabit Ethernet. Unlike the Flipper Zero, the One is a full Linux computer with 8GB of RAM and 64GB of storage, priced around $350 for the base model. The company aims for full mainline Linux kernel support to ensure broad compatibility and flexibility for users.
MacArena: Benchmarking Computer Use Agents on an Online macOS Environment
arXiv:2606.06560v1 Announce Type: new Abstract: Computer-use agents (CUAs) operate graphical user interfaces (GUIs) through vision and control primitives, and their capabilities have advanced rapidly, driven in part by standardized online evaluation benchmarks such as OSWorld, which serve both as evaluation tools and as training environments for reinforcement learning. However, macOS remains underserved in this landscape: the only existing benchmark, macOSWorld, covers a narrow slice of...
The circus freaks of open source
The masterwork of Terry A. Davis is his eclectic operating system, TempleOS, which he worked on until his tragic death in 2018. In terms of technical excellence, TempleOS rates well in some respects and poorly in others. For example, it earns the achievement, coveted in OS dev circles, of being self-hosted.1 TempleOS is written in Terry’s own bespoke dialect of C and includes an editor, interpreter, and compiler, as well as a number of original games.
Ask HN: What are tools you have made for yourself since the advent of AI?
I've made a number of ceramic molds for slumping fused glass into bowls. As well as wooden templates for ceramic mugs. I've devised a few carrying tools to move glass frit paintings from my studio down to my barn where the kilns sit without spilling the glass.