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A Periodic Table of System Design Principles

Towards a Periodic Table of System Design Principles System design is often taught through domain-specific solutions specific to particular domains, such as databases, operating systems, or computer architecture, each with its own methods and vocabulary. While this diversity is a strength, it can obscure cross-cutting principles that recur across domains. This paper proposes a preliminary “periodic table” of system design principles distilled from several domains in computer systems. The goal i

Russian airline Aeroflot grounds dozens of flights after cyberattack

Aeroflot, Russia's flag carrier, has suffered a cyberattack that resulted in the cancellation of more than 60 flights and severe delays on additional flights. Although official sources from Russia, like the General Prosecutor's Office, did not attribute the attack to specific threat groups or even origin, responsibility was taken by Ukrainian and Belarusian hacktivist collectives 'Silent Crow' and 'Cyberpartisans BY.' The latter are known for previous attacks on the Belarusian Railway, the cou

Debian plots fix for Y2K38 bug by upgrading to 64-bit timekeeping

The big picture: On January 19, 2038, at 03:14:07 UTC, certain Unix-based computer systems will encounter a critical timekeeping failure. Due to a software flaw known as the "Y2K38 bug," 32-bit Unix-like operating systems will reset their internal clocks to the start of the Unix epoch – January 1, 1970 – and begin counting time from there again. While the consequences could be widespread, developers are already working on fixes to ensure systems continue to track time correctly. The Year 2038 p

BlueOS Kernel – Written in Rust, compatible with POSIX

[ English | 简体中文 ] BlueOS Kernel BlueOS kernel is written in Rust, featuring security, lightweight, and generality. It is compatible with POSIX interfaces and supports Rust's standard library. Technical Architecture For details, please visit the BlueOS official website kernel page. Board Support BlueOS kernel currently supports ARM32, ARM64, RISCV32 and RISCV64 chip architectures. QEMU platforms are supported for corresponding chip architectures. Hardware boards support is currently in p

13 tech trends to watch now, according to McKinsey (and no, it's not all AI)

MF3d / Getty Images When we hear the word "technology," most of us automatically think of hardware; the physical devices that have become such a conspicuously present part of many of our day-to-day lives. But technology is a much more expansive phenomenon, encompassing not only all the various tools and gadgets we can clearly see, but also a vast and mostly invisible digital infrastructure of software and code upon which our modern world is based. When trying to understand technological change

Thunder Compute (YC S24) Is Hiring a C++ Systems Engineer

C++ Systems Engineer (Full-Time) Company Thunder Compute is a GPU cloud platform built on custom virtualization that delivers 5x better margins than competitors. 4-person team, seed-funded (approaching series A), 100%+ MoM revenue growth. 100% in-person in Atlanta, relocating to SF or NYC within 6 months. The technical challenge: We network-attach GPUs over TCP through API remoting, decoupling GPUs from instances. This lets us oversubscribe hardware aggressively—while Lambda Labs needs 100 G

What to expect from Debian/Trixie

Debian v13 with codename trixie is scheduled to be published as new stable release on 9th of August 2025. I was the driving force at several of my customers to be well prepared for the upcoming stable release (my efforts for trixie started in August 2024). On the one hand, to make sure packages we care about are available and actually make it into the release. On the other hand, to ensure there are no severe issues that make it into the release and to get proper and working upgrades. So far eve

AI's not the only hot tech trend - check out the year's other 11, according to McKinsey

MicroStockHub/Getty When we hear the word "technology," most of us automatically think of hardware; the physical devices that have become such a conspicuously present part of many of our day-to-day lives. But technology is a much more expansive phenomenon, encompassing not only all the various tools and gadgets we can clearly see, but also a vast and mostly invisible digital infrastructure of software and code upon which our modern world is based. When trying to understand technological change

What to Expect from Debian/Trixie

Debian v13 with codename trixie is scheduled to be published as new stable release on 9th of August 2025. I was the driving force at several of my customers to be well prepared for the upcoming stable release (my efforts for trixie started in August 2024). On the one hand, to make sure packages we care about are available and actually make it into the release. On the other hand, to ensure there are no severe issues that make it into the release and to get proper and working upgrades. So far eve

CISA warns of hackers exploiting SysAid vulnerabilities in attacks

CISA has warned that attackers are actively exploiting two security vulnerabilities in the SysAid IT service management (ITSM) software to hijack administrator accounts. The two unauthenticated XML External Entity (XXE) flaws, tracked as CVE-2025-2775 and CVE-2025-2776, were reported by watchTowr Labs security researchers in December 2024 and patched in March with the release of SysAid On-Prem version 24.4.60. One month later, watchTowr Labs also published proof-of-concept code, showing that t

US nuclear weapons agency breached using Microsoft SharePoint hack

The US government agency in charge of designing and maintaining nuclear weapons was among those breached by a hack of Microsoft's SharePoint server software, Bloomberg reported. However, attackers weren't able to obtain any sensitive or classified information, according to an unnamed source with knowledge of the matter. The breach occurred at the National Nuclear Security Administration, an arm of the Energy Department responsible for producing and dismantling nuclear arms. "On Friday, July 18t

Best Indoor Garden Systems (2025), Tested and Reviewed

FAQ What Are Hydroponics? In the simplest terms, hydroponic gardening means to grow plants without roots in soil. Sometimes the plants are suspended in water, like in the Rise or Gardyn; sometimes they're in pods attached to a wick, like in the Click & Grow; and sometimes they have water sprayed or misted on their roots, like in the Lettuce Grow and Plantaform. Usually this is in concert with an artificial light source, either indoors or in an outdoor enclosure. What Are the Benefits of Hydro

Best Home Security Systems in 2025: Protect Your Home and Your Family

SimpliSafe home security systems can be easily tailored to your needs. Just add or subtract hardware and equipment as you please. CNET When choosing a home security system for your home, you may be tempted to start by deciding between a DIY setup or one that is professionally installed and monitored. When you consider the equipment, installation, monitoring options and other features you want, you'll probably reach a DIY-versus-pro system decision along the way. Here are some more parameters to

JOVE – Jonathan’s Own Version of Emacs

########################################################################## # This program is Copyright (C) 1986-2002 by Jonathan Payne. JOVE is # # provided by Jonathan and Jovehacks without charge and without # # warranty. You may copy, modify, and/or distribute JOVE, provided that # # this notice is included in all the source files and documentation. # ########################################################################## [Updated in 2023 Nov] JOVE on UNIX/Linux/MacOS X/*BSD/CygWin Systems

Weaving reality or warping it? The personalization trap in AI systems

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now AI represents the greatest cognitive offloading in the history of humanity. We once offloaded memory to writing, arithmetic to calculators and navigation to GPS. Now we are beginning to offload judgment, synthesis and even meaning-making to systems that speak our language, learn our habits and tailor our truths. AI systems are growing incr

I'm betting against AI agents, despite building them

Everyone says 2025 is the year of AI agents. The headlines are everywhere: "Autonomous AI will transform work," "Agents are the next frontier," "The future is agentic." Meanwhile, I've spent the last year building many different agent systems that actually work in production. And that's exactly why I'm betting against the current hype. I'm not some AI skeptic writing from the sidelines. Over the past year, I've built more than a dozen production agent systems across the entire software developm

“Bypassing” specialization in Rust

"Bypassing" specialization in Rust or How I Learned to Stop Worrying and Love Function Pointers I've spent nearly a year developing and refining my own FAT driver in Rust. For much of the last six months, I had to put the project on hold due to school commitments. However, I'm back now, especially since this project has become my most-starred repository on GitHub. During that journey, I (almost) learned how FAT and filesystems in general work behind-the-scenes and in my attempts to navigate the

Why I'm Betting Against AI Agents in 2025 (Despite Building Them)

Everyone says 2025 is the year of AI agents. The headlines are everywhere: "Autonomous AI will transform work," "Agents are the next frontier," "The future is agentic." Meanwhile, I've spent the last year building many different agent systems that actually work in production. And that's exactly why I'm betting against the current hype. I'm not some AI skeptic writing from the sidelines. Over the past year, I've built more than a dozen production agent systems across the entire software developm

"Bypassing" Specialization in Rust or How I Learned to Stop Worrying and Love F

"Bypassing" specialization in Rust or How I Learned to Stop Worrying and Love Function Pointers I've spent nearly a year developing and refining my own FAT driver in Rust. For much of the last six months, I had to put the project on hold due to school commitments. However, I'm back now, especially since this project has become my most-starred repository on GitHub. During that journey, I (almost) learned how FAT and filesystems in general work behind-the-scenes and in my attempts to navigate the

A Huge New Lab in Sweden Is Testing the 6G-Powered Future of Connected Cars and Drones

Tucked away in the Swedish countryside is a facility quietly reshaping the future of global mobility. Owned by the Research Institutes of Sweden (RISE), AstaZero has just unveiled the world’s most advanced connected vehicle proving ground—an ambitious leap into a 6G-powered future where every movement on the road could be coordinated, controlled, and optimized in real time. AstaZero is not an average vehicle test track. It is a full-scale, independent research environment built to test the auto

Arva AI (YC S24) Is Hiring an AI Research Engineer (London, UK)

Location: In person, Central London, 4-5 days in office Type: Full-Time NB: We are able to sponsor visas Arva AI is revolutionising financial crime intelligence with our cutting-edge AI Agents. By automating manual human review tasks, we enhance operational efficiency and help financial institutions handle AML reviews, while cutting operational costs by 80%. As the AI Research Engineer, you’ll play a pivotal role in building and iterating on LLM-based and agentic features of our AI-powered c

Show HN: Linux CLI tool to provide mutex locks for long running bash ops

WaitLock WaitLock is a portable UNIX/POSIX command-line tool that provides mutex and semaphore functionality for shell scripts. It enables synchronized access to resources across multiple processes with automatic cleanup when processes die. Features Mutex Mode : Single lock holder (default) : Single lock holder (default) Semaphore Mode : Multiple concurrent lock holders : Multiple concurrent lock holders Automatic Cleanup : Locks released when process dies : Locks released when process die

Metaflow: Build, Manage and Deploy AI/ML Systems

Metaflow Metaflow is a human-centric framework designed to help scientists and engineers build and manage real-life AI and ML systems. Serving teams of all sizes and scale, Metaflow streamlines the entire development lifecycle—from rapid prototyping in notebooks to reliable, maintainable production deployments—enabling teams to iterate quickly and deliver robust systems efficiently. Originally developed at Netflix and now supported by Outerbounds, Metaflow is designed to boost the productivity

A Solar System Internet? Space Laser Test Moves Us Closer

Scientists at the European Space Agency used a laser to communicate with a spacecraft 165 million miles (265 million kilometers) away in deep space for the first time, marking a major step forward in their efforts to build optical communication systems for future missions to the Moon and beyond. Scientists at the Kryoneri Observatory near Athens, Greece, shot a powerful laser at NASA’s Psyche mission, which then sent a return signal to the Helmos Observatory, which lies some 23 miles (37 km) aw

Police disrupt “Diskstation” ransomware gang attacking NAS devices

An international law enforcement action dismantled a Romanian ransomware gang known as 'Diskstation,' which encrypted the systems of several companies in the Lombardy region, paralyzing their businesses. The law enforcement operation codenamed 'Operation Elicius' was coordinated by Europol and also involved police forces in France and Romania. Diskstation is a ransomware operation that targets Synology Network-Attached Storage (NAS) devices, which are commonly used by companies for centralized

James Webb Space Telescope Spots Stellar Death Shrouds

In brilliant new images, the James Webb Space Telescope has captured a rare glimpse at the gaseous "shrouds" that surround dying stars before they go supernova. Known as Wolf-Rayet stars, which were discovered nearly 160 years ago by astronomers Charles Wolf and Georges Rayet at the Paris Observatory and named in their honor, these ancient stars are, as Space.com notes, surrounded by a "shroud" of cosmic dust that will eventually explode outward and lay the foundations for new stars. These age

Building voice AI that listens to everyone: Transfer learning and synthetic speech in action

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Have you ever thought about what it is like to use a voice assistant when your own voice does not match what the system expects? AI is not just reshaping how we hear the world; it is transforming who gets to be heard. In the age of conversational AI, accessibility has become a crucial benchmark for innovation. Voice assistants, transcriptio

Chinese researchers unveil MemOS, the first ‘memory operating system’ that gives AI human-like recall

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now A team of researchers from leading institutions including Shanghai Jiao Tong University and Zhejiang University has developed what they’re calling the first “memory operating system” for artificial intelligence, addressing a fundamental limitation that has hindered AI systems from achieving human-like persistent memory and learning. The sy

Wayve CEO Alex Kendall brings the future of autonomous AI to TechCrunch Disrupt 2025

TechCrunch Disrupt 2025 hits Moscone West in San Francisco from October 27–29, bringing together more than 10,000 startup and VC leaders for a deep dive into the future of technology. One of the most compelling conversations on one of the AI Stages will feature a panel of innovators redefining what intelligent systems can do — and among them is Alex Kendall, co-founder and CEO of Wayve. From research breakthrough to real-world autonomy Kendall founded Wayve in 2017 with a bold vision: to unloc