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Everything I know about good system design

I see a lot of bad system design advice. One classic is the LinkedIn-optimized “bet you never heard of queues” style of post, presumably aimed at people who are new to the industry. Another is the Twitter-optimized “you’re a terrible engineer if you ever store booleans in a database” clever trick. Even good system design advice can be kind of bad. I love Designing Data-Intensive Applications, but I don’t think it’s particularly useful for most system design problems engineers will run into. Wha

GPT-5 brings big improvements to Mac vibe coding

My former colleague Parker Ortolani has been experimenting with “vibe coding” for months, building native and web apps by steering large language models with carefully crafted prompts. GPT-4o and Claude helped him get functional prototypes running, but GPT-5 is the first model that delivers the complete experience he’s been waiting for. Here’s how GPT-5 improves on earlier models: What makes GPT-5 better for vibe coding Parker says it plainly in his blog post: “The good news is that GPT-5 is

Have a Headache? These Are the Best Foods to Help Relieve It

Headaches can be annoying and persistent, and taking aspirin or simply lying down may not always help. If that sounds like you, you may want to look at changing your plate of food for more relief. Of course, just changing what food you consume won't automatically cure headaches or migraines, but some foods may help ease them when they arrive -- in addition to hydration, exercise, sleep and stress management. Tracking those habits and symptoms over time can be easier with the right smartwatch. "

Misunderstood “photophoresis” effect could loft metal sheets to exosphere

Most people would recognize the device in the image above, although they probably wouldn't know it by its formal name: the Crookes radiometer. As its name implies, placing the radiometer in light produces a measurable change: the blades start spinning. Unfortunately, many people misunderstand the physics of its operation (which we'll return to shortly). The actual forces that drive the blades to spin, called photophoresis, can act on a variety of structures as long as they're placed in a suffic

Teenage Engineering is giving away a free computer chassis, but it's already 'sold out'

Teenage Engineering, the hip Swedish tech/design brand that makes synths of all kinds (and a portable game machine with a crank ) has built another computer chassis. And it’s free! But you also can’t get one, right now at least. (Sorry about that.) Described by its maker as a "small form factor, mini-ITX computer case," the Computer-2 is made of a single sheet of semi-transparent plastic with snap hooks and living hinges for screw-free assembly. The engineering wizards at Teenage Engineering se

Mubook – N100 x86 NAS Carrier Board Designed for Hackclub Highway

Mubook Mubook is a "portable" x86 based system that is designed to house both mini PC and homelab functionalities while still being small enough to be easily carried and expandable enough for processor upgrades. The project itself is a submission to Hackclub Highway and has the capability to support 4 3.5 inch HDDs and M.2 cards while maintaining upgradeability and much higher performance over other SoM boards with its Intel N100 processor. Onshape Link: https://cad.onshape.com/documents/5acc

Researchers Harness Black Metal to Turbocharge Solar Power

Several years ago, an optics expert developed a technique for turning shiny metals pitch black. The trick resulted in a material perfectly suited for absorbing sunlight—so much so that generators built with it produced 15 times more power than comparable devices. The team used black metal to develop a new design for solar thermoelectric generators. Known as STEGs, they can convert various types of thermal energy into electricity. However, technological limitations significantly curbed their pot

‘Are You Surprised?’: Trump Shrugs Off New Suspected Hack of Documents by Russia

President Donald Trump was asked on Wednesday about the recent hack of a computer system that holds highly sensitive federal court documents. Russia is suspected to be behind the attack, as the New York Times first reported on Tuesday. But Trump doesn’t seem to think it was a big deal, even as the president prepares to meet with Russia’s President Vladimir Putin. Trump was asked by a reporter if he would bring up the hack when he meets Putin in Alaska on Friday. “I guess I could,” Trump replied

Files by Google’s swanky Material 3 Expressive redesign is now rolling out for all

Edgar Cervantes / Android Authority TL;DR Files by Google is starting to receive its Material 3 Expressive redesign. The new design brings bigger media thumbnails, flatter folder icons, and reorganized floating buttons. These changes are starting to roll out with the app’s stable version, suggesting a broader release in the coming weeks. Google is starting to drape an array of apps with the new Material 3 Expressive theme. It has already rolled out splashes of the latest design philosophy to

Best Reusable Water Bottles in 2025

If you want a trusty stainless steel water bottle that is school- or office-friendly, then you'll like the S'well bottle. The S'well Blue Granite Bottle is BPA- and BPS-free and made with food-grade stainless steel. It uses S'well's "Therma swell technology," meaning it's triple-layer vacuum insulated to keep your water cold for up to 48 hours or hot for as long as 24 hours. This varies on the size of the bottle -- the bigger the bottle, the longer your beverage will maintain its temperature. Th

Launch HN: Design Arena (YC S25) – Head-to-head AI benchmark for aesthetics

Hi HN, I’m Grace from Design Arena ( https://www.designarena.ai/ ) - we’re building a crowdsourced benchmark for AI-generated visuals (websites, images, video, and more). We put AI models and builder tools in head-to-head comparisons that get voted on by real users from around the world. Think “Hot or Not” for the AI era :) (Btw, when we say real users we mean real users, so you may get a captcha on the site. Sorry, but we have to use every bot protection available! We only want human ratings,

Why AI Shouldn’t Replace Historians Anytime Soon

Microsoft recently released a study about the types of jobs most likely to be augmented by AI in the future. It led many people to assume those are the jobs that will soon be replaced by machines, and since “historian” ranked second highest on the list, it raised more than a few eyebrows among historians on social media. But after I tested generative AI tools with some historical facts, it seems like historians shouldn’t worry too much about the robots taking over just yet. At the very least, th

Is Ryan Reynolds Trolling Everyone About Deadpool’s Next MCU Appearance?

Zach Cregger wants Resident Evil to be his Evil Dead 2. Osgood Perkins and Tatiana Maslany tease the patriarchal horrors of Keeper. Plus, the cast of Clayface expands. Spoilers, assemble! Avengers: Doomsday/Avengers: Secret Wars Ryan Reynolds cryptically shared an image of a graffitied-over Avengers logo to Instagram last night (essentially a version of the logo actually already seen in Deadpool & Wolverine as the emblem of the Resistance), leading to rampant speculation that Deadpool will app

How Boom uses software to accelerate hardware development

First in a series on lessons learned at Boom on how to develop hardware quickly and efficiently XB-1 is the world’s first independently-developed supersonic jet, breaking the sound barrier for the first time in January, 2025. It was designed, built, and flown successfully by a team of just 50 people—compared to the hundreds or even thousands that would have been employed by a traditional big aerospace company. And we did this with roughly a tenth of the budget that would traditionally be requir

This 16-inch Razer Blade look-a-like laptop is $1,300 at Best Buy

is an editor covering deals and gaming hardware that he thinks you’ll like. He joined in 2018. Posts from this author will be added to your daily email digest and your homepage feed. Let’s be honest, Gigabyte. Your marketing for the Aero X16 is giving Razer Blade, from the colors and font of the spec slides to the thin design of the space gray laptop itself. While we haven’t tested out this model to see how it stacks up to Razer’s gaming machine, its price is certainly a lot more attractive. A

Sequoia's Moritz backs Intel CEO Lip-Bu Tan after Trump's 'artless bullying'

Renowned venture capitalist Mike Moritz called on Intel to stand by CEO Lip-Bu Tan after President Donald Trump demanded his resignation last week. "Trump's assault has no modern precedent," Moritz wrote, calling the attack a "vindictive political sideshow." Moritz, who spent decades at Sequoia Capital and has known Tan for nearly four decades, highlighted the CEO's previous turnaround of Cadence Design Systems . Moritz said there is "no one better equipped to transform Intel's fortunes." "No

Generic Containers in C: Safe Division Using Maybe

Generic Containers in C: Safe Division Using Maybe. Martin Uecker, 2025-08-10 I discuss the implementation of type and bounds safe generic containers in C. Previously, I discussed a span type, bounds checking using arrays. and a a vector type. This time, I will discuss maybe inspired by Haskell. This type can used to return a value that may not exist, e.g. because an error was encountered during the computation. The following examples shows for a divide function that catches division by

Best Resistance Bands of 2025

Resistance bands are usually made out of latex, but there are some that are latex-free and some that come with a fabric cover to prevent injury if it snaps. Resistance bands come in light, medium and heavy weights. The tension weight will vary per brand, but this is how they are usually labeled. There are different types of resistance bands that vary in length and style. Some come in closed loops, some with handles and then there are mini bands. CNET staff -- not advertisers, partners or busi

AI Designs Super Safe Sub for Billionaires to Ride Into the Depths of the Ocean

Billionaires have, for a few years now, been insisting that artificial intelligence is clever enough to take huge swaths of jobs while curing disease and solving the energy crisis. As such, we presume that the loudest among them will be first in line to test out a super-safe submersible created by AI to avoid the sort of snafus that resulted in the Titan sub's tragic implosion, which killed its creator and his four well-heeled friends while they were exploring the wreckage of another downed ves

Isle FPGA Computer: creating a simple, open, modern computer

Published 01 Aug 2025 (DRAFT) Be not afeard; the isle is full of noises, Sounds, and sweet airs, that give delight and hurt not. Shakespeare, The Tempest I'm creating a computer called Isle. In this post, I'll introduce you to Isle and hope to inspire you to come on a journey with me and build your own computer. This introduction is still in draft and will evolve as Isle evolves. Isle is a simple, modern computer — an open design that encourages tinkering, experimentation, and doing your own

Ratfactor's Illustrated Guide to Folding Fitted Sheets

If you search the Web for the history of fitted sheets, you’re going to find a reference to exactly two patents: 1959 - Bertha Berman of New York: FITTED BED SHEET CONSTRUCTION (PDF, 355Kb) 1992 - Gisele Jubinville of Alberta: MATTRESS COVER/FITTED BED SHEET (PDF, 492Kb) Now, if you actually look at the patents, what you’ll see is that Berman’s was a more complex design that consisted of multiple pieces (but does feature elastic!) And Jubinville’s design, indeed, has the stitched-in elastic d

New adhesive surface modeled on a remora works underwater

Most adhesives can’t stick to wet surfaces because water and other fluids disrupt the adhesive’s bonding mechanisms. This problem, though, has been beautifully solved by evolution in remora suckerfish, which use an adhesive disk on top of their heads to attach to animals like dolphins, sharks, and even manta rays. A team of MIT scientists has now taken a close look at these remora disks and reverse-engineered them. “Basically, we looked at nature for inspiration,” says Giovanni Traverso, a prof

Inside Dylan Field’s Big IPO—and His Even Bigger Plans for Figma

When Dylan Field pops up on my Zoom screen, his face is a mixture of giddiness and fatigue. He’s back at work, after a whirlwind trip to New York City where he launched his company Figma on the New York Stock Exchange, bucking the trend of multi-billion-dollar startups staying private. Even before it became clear that this might be the wildest public launch in years, the Figma world—fans of the app, employees (known as Figmates), and investors—had already turned Wall Street into a block party, h

Stone tools may hint at ancestors of Homo floresiensis

Some stone tools found near a river on the Indonesian island of Sulawesi suggest that the first hominins had reached the islands by at least 1.04 million years ago. That's around the same time that the ancestors of the infamously diminutive “Hobbits” may have reached the island of Flores. Archaeologist Budianto Hakim of Indonesia’s National Research and Innovation Agency and his colleagues were the ones who recently unearthed the tools from a site on Sulawesi. Although a handful of stone flakes

Starlink Teases ‘Community’ Discount for Shared Satellite Access. Here’s How It Works

SpaceX may soon allow multiple Starlink users to share access to a single dish for a lower monthly rate, according to a post on a customer support page. (The news was first reported by PCMag, which is owned by the same parent company as CNET, Ziff Davis.) The post, which has since been taken down, stated, “Starlink is launching a new affordable way to deliver high-speed internet: one Starlink, multiple subscribers -- each with their own Starlink account and seamless experience.” A Starlink Com

SpaceX is building a water pipeline to Starbase — but access comes with some conditions

The newest piece of infrastructure coming to Starbase, Texas, isn’t a launch mount or a booster. It’s a water pipeline, and who can hook up a tap (and on what terms) will shape the definition of “company town.” The new line, which will stretch from Brownsville to the newly incorporated city of Starbase, will replace the truck-hauled deliveries SpaceX has used to transport potable water for its employees and on-site residents. Brownsville Public Utilities Board (BPUB) COO Mark Dombroski confirme

The Sunlight Budget of Earth

By Sam Clamons Editor’s Note: This article contains numerical estimates compiled from various research articles. It was reviewed by three climate experts: Casey Handmer, Paul Reginato, and Jonathan Burbaum. Their notes are recorded in the footnotes. Our full dataset and calculations are available for download. We hope this will be a useful starting point for much deeper discussions. Modern biotechnology is powered by sunlight. Light-gobbling algae, both natural and engineered, are harvested an

Democrats question Google's Trump talks over censorship suit and possible 'quid-pro-quo' deal

Ranking Member, U.S. Senator Elizabeth Warren (D-MA) speaks during a Senate Banking, Housing and Urban Affairs Committee confirmation hearing on President Trump's nominees to lead the National Economic Council, Consumer Financial Protection Bureau and Federal Housing Finance Agency, on Capitol Hill in Washington, D.C., U.S., February 27, 2025. Senate Democrats, including Elizabeth Warren of Massachusetts, are asking Google and its YouTube unit whether discussions with lawyers for President Dona

Apple just gifted Trump a 24k gold Gorilla Glass statue, and a $100 billion peace offering

NBC News TL;DR Apple CEO Tim Cook has gifted US President Donald Trump a circular Gorilla Glass statue with a gold Apple logo and a 24K gold base. The commemorative statue was presented to Trump ahead of Cook’s $100 billion US investment announcement at the White House. The peace offering comes after the President criticized and pressured Apple to bring more of its supply chain stateside. In a heartwarming display of capitalism, Apple has gifted US President Donald Trump what may be the worl

Apple made a 24k gold and glass statue for Donald Trump

is a news editor covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. Posts from this author will be added to your daily email digest and your homepage feed. At a White House press conference to discuss Apple’s new US manufacturing plans, CEO Tim Cook presented a gift to President Donald Trump: a “unique” piece of glass from iPhone glass manufacturer Corning that’s set in a 24-karat gold base. The piece of glass is a large disc with the Apple