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Toronto’s network of pedestrian tunnels

Toronto has one of the world’s great commercial downtowns. Two metro lines, eight suburban heavy railways, an extensive bus system, a highway, and North America’s greatest surviving tram network all converge on a tiny area by the shores of Lake Ontario. Hundreds of thousands of commuters pour into the downtown every day, filling the great towers that line its nineteenth-century streets. As with many downtowns, this causes congestion. Streets and pavements are thronged at peak times. Bicycles, p

‘Avengers: Doomsday’ Stars Tease Doom and Character Development

As Avengers: Doomsday continues production, its actors are building up hype for the superhero team’s next big outing. In a recent Variety cover story, returning Gambit Channing Tatum said his turn as the card-dealing hero will be easier on the ears, dialect-wise. If you thought it was funny not being able to understand a lick of Tatum’s Cajun accent, he said the Russo brothers want him to be “funny, but they don’t want to go full Deadpool [& Wolverine]. They want to keep the drama and keep it t

Launch HN: Datafruit (YC S25) – AI for DevOps

Hey HN! We’re Abhi, Venkat, Tom, and Nick and we are building Datafruit ( https://datafruit.dev/ ), an AI DevOps agent. We’re like Devin for DevOps. You can ask Datafruit to check your cloud spend, look for loose security policies, make changes to your IaC, and it can reason across your deployment standards, design docs, and DevOps practices. Demo video: https://www.youtube.com/watch?v=2FitSggI7tg. Right now, we have two main methods to interact with Datafruit: (1) automated infrastructure au

Noctua’s 3D-printed mod singlehandedly makes the Framework Desktop run quieter

Despite its lack of upgradeable system memory, Framework has tried to make its Framework Desktop a welcoming platform for upgraders and modders, releasing 3D-printable versions of a few case parts and generally sticking to standard-sized parts and standard connectors. Often, it's independent creators who are making the weirdest and most interesting mods for Framework's devices, but PC cooling company Noctua has just announced what amounts to a fairly major cooling upgrade for the Framework Desk

The 12 Most Effective Cardio Workouts You Should Be Doing Year Round

Cardio is more than just running laps or hopping on a bike. It's any movement that gets your heart pumping, your body sweating and your energy levels soaring. Whether you're chasing a weight loss goal or looking to boost endurance, there's a cardio workout that fits your mood and motivation. Not into high-impact moves? Go for swimming or a rowing session that's easier on the joints. Cardio is flexible and lets you mix it up, keep it fresh and tailor it to your pace. From beginner-friendly routi

Palo Alto Networks data breach exposes customer info, support cases

Palo Alto Networks suffered a data breach that exposed customer data and support cases after attackers abused compromised OAuth tokens from the Salesloft Drift breach to access its Salesforce instance. The company states that it was one of hundreds of companies affected by a supply-chain attack disclosed last week, in which threat actors abused the stolen authentication tokens to exfiltrate data. BleepingComputer learned of the breach this weekend from Palo Alto Networks' customers, who expres

The 71 best Labor Day deals you can still get

If you have a smaller space, a singlemay be sufficient, and you can pick one up for $74.99 ($15 off) — which is lower than its Prime Day price — at Amazon B&H Photo , and Best Buy . The router can create a network covering up to 1,500 square feet, connect to 75 devices at once, and deliver speeds of up to 900Mbps. If you move to a larger place, you can pick up an additional router (or two) to expand your network. A bundle that includes one router and two extenders is currently going for $159.99

Palo Alto Networks data breach exposes customer info, support tickets

Palo Alto Networks suffered a data breach that exposed customer data and support cases after attackers abused compromised OAuth tokens from the Salesloft Drift breach to access its Salesforce instance. The company states that it was one of hundreds of companies affected by a supply-chain attack disclosed last week, in which threat actors abused the stolen authentication tokens to exfiltrate data. BleepingComputer learned of the breach this weekend from Palo Alto Networks' customers, who expres

Apple @ Work Podcast: Legal Hold solves a key problem with macOS backups

Apple @ Work is exclusively brought to you by Mosyle, the only Apple Unified Platform. Mosyle is the only solution that integrates in a single professional-grade platform all the solutions necessary to seamlessly and automatically deploy, manage & protect Apple devices at work. Over 45,000 organizations trust Mosyle to make millions of Apple devices work-ready with no effort and at an affordable cost. Request your EXTENDED TRIAL today and understand why Mosyle is everything you need to work with

Don't Build Multi-Agents

Principles of Context Engineering We’ll work our way up to the following principles: Share context Actions carry implicit decisions Why think about principles? HTML was introduced in 1993. In 2013, Facebook released React to the world. It is now 2025 and React (and its descendants) dominates the way developers build sites and apps. Why? Because React is not just a scaffold for writing code. It is a philosophy. By using React, you embrace building applications with a pattern of reactivity and

The 95 best Labor Day sales happening now

If you have a smaller space, a singlemay be sufficient, and you can pick one up for $74.99 ($15 off) — which is lower than its Prime Day price — at Amazon B&H Photo , and Best Buy . The router can create a network covering up to 1,500 square feet, connect to 75 devices at once, and deliver speeds of up to 900Mbps. If you move to a larger place, you can pick up an additional router (or two) to expand your network. A bundle that includes one router and two extenders is currently going for $159.99

The 89 best Labor Day sales happening now

If you have a smaller space, a singlemay be sufficient, and you can pick one up for $74.99 ($15 off) — which is lower than its Prime Day price — at Amazon B&H Photo , and Best Buy . The router can create a network covering up to 1,500 square feet, connect to 75 devices at once, and deliver speeds of up to 900Mbps. If you move to a larger place, you can pick up an additional router (or two) to expand your network. A bundle that includes one router and two extenders is currently going for $159.99

Ask HN: Who wants to be hired? (September 2025)

Share your information if you are looking for work. Please use this format: Location: Remote: Willing to relocate: Technologies: Résumé/CV: Email: Please only post if you are personally looking for work. Agencies, recruiters, job boards, and so on, are off topic here. Readers: please only email these addresses to discuss work opportunities. There's a site for searching these posts at https://www.wantstobehired.com.

India's billion-dollar e-waste empire

In the dead of a cold December night in 2023, at a dump near Delhi, hundreds of men huddled around small bonfires, clutching paper cups of tea. They tossed plastic bags into the flames as they waited for a fleet of trucks to arrive. The trucks rolled in one by one, full of electronic marvels now reduced to e-waste: Nokia, Itel, and Samsung smartphones; Sony and LG LCD screens; Tata air conditioners; Canon and Epson printers. As the trailer gates opened at the back of one truck, Rashid Khan and

Here’s how we picked this year’s Innovators Under 35

We’ll also soon reveal our 2025 Innovator of the Year, whose technical prowess is helping physicians diagnose and treat critically ill patients more quickly. What’s more (here’s your final hint), our winner even set a world record as a result of this work. MIT Technology Review first published a list of Innovators Under 35 in 1999. It’s a grand tradition for us, and we often follow the work of various featured innovators for years, even decades, after they appear on the list. So before the big

Launch HN: VibeFlow (YC S25) – Web app generator with visual, editable workflows

Hi HN! We’re Alessia and Elia, the founders of VibeFlow ( https://vibeflow.ai ). VibeFlow lets semi-technical people (i.e. people with some technical skill but who are not professional programmers) build full-stack web apps from natural language prompts, while making the underlying business logic clear and editable as a visual workflow. Demo video: https://www.youtube.com/watch?v=-CwWd3-b1JI The problem we’re trying to solve: today, people who want to build apps without coding often have to sti

You Have to Feel It

August 30, 2025 You see a series of checkboxes checked. Schedules met. Requirements satisfied. Demos delivered. It's a good day. Good job, you, good job! A promotion is in sight. But you didn't feel it. You didn't feel it. We, as people, feel something with every interaction. Frustration, joy, relief, confidence. A feeling. A person interacts with our work. Our work evokes a feeling. The feeling matters. The feeling is part of the work. The desired feeling is part of the requirements. When y

New Paper Finds Evidence That AI Is Already Killing the Job Market

If you're struggling to sort the AI hype from reality, you're not alone. The seemingly breakneck pace of AI development makes it tough to sort headlines from fantasy, with a constant flood of new products and incremental improvements to old ones combining into a rhetorical mess. Arguably the main economic risk of developing artificial intelligence — or its biggest draw, if you're a business owner trying to pad your bottom line — is the prospect of automating jobs. Whether or not AI is currentl

Apple @ Work: SAP updates Privileges with new tools for managing admin rights on macOS

Apple @ Work is exclusively brought to you by Mosyle, the only Apple Unified Platform. Mosyle is the only solution that integrates in a single professional grade platform all the solutions necessary to seamlessly and automatically deploy, manage & protect Apple devices at work. Over 45,000 organizations trust Mosyle to make millions of Apple devices work ready with no effort and at an affordable cost. Request your EXTENDED TRIAL today and understand why Mosyle is everything you need to work with

How to design a DBMS for Telco requirements

My name is Mikael Ronstrom and I work for Hopsworks AB as Head of Data. I also assist companies working with NDB Cluster as self-employed consultant. I am a member of The Church of Jesus Christ of Latter Day Saints. I can be contacted at mikael dot ronstrom at gmail dot com for NDB consultancy services. The statements and opinions expressed on this blog are my own and do not necessarily represent those of Hopsworks AB.

New LinkedIn study reveals the secret that a third of professionals are hiding at work

Deagreez/iStock/Getty Images Plus via Getty Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways AI's fast nature and the need to upskill are overwhelming workers. Learning about AI feels like a second job to workers. Forty-one percent say AI's pace impacts their well-being. Staying up with AI's changing landscape is getting workers down. Forty-one percent of professionals report AI's current pace is impacting their well-being, and more than half of professionals say

Do the simplest thing that could possibly work

When designing software systems, do the simplest thing that could possibly work. It’s surprising how far you can take this piece of advice. I genuinely think you can do this all the time. You can follow this approach for fixing bugs, for maintaining existing systems, and for architecting new ones. A lot of engineers design by trying to think of the “ideal” system: something well-factored, near-infinitely scalable, elegantly distributed, and so on. I think this is entirely the wrong way to go a

The 91 best Labor Day deals we’ve found so far

If you have a smaller space, a singlemay be sufficient, and you can pick one up for $74.99 ($15 off) — which is lower than its Prime Day price — at Amazon B&H Photo , and Best Buy . The router can create a network covering up to 1,500 square feet, connect to 75 devices at once, and deliver speeds of up to 900Mbps. If you move to a larger place, you can pick up an additional router (or two) to expand your network. A bundle that includes one router and two extenders is currently going for $159.99

Framework actually did it: I upgraded a laptop’s entire GPU in just three minutes

is a senior editor and founding member of The Verge who covers gadgets, games, and toys. He spent 15 years editing the likes of CNET, Gizmodo, and Engadget. Posts from this author will be added to your daily email digest and your homepage feed. On Tuesday, I told you how the modular computer company Framework was finally fulfilling its promise of the “holy grail for gamers” — a laptop with modular, swappable discrete graphics cards so easy to swap, practically anyone can do it at home. The fir

A third of professionals are embarrassed by their lack of AI skills, says LinkedIn

Deagreez/iStock/Getty Images Plus via Getty Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways AI's fast nature and the need to upskill are overwhelming workers. Learning about AI feels like a second job to workers. Forty-one percent say AI's pace impacts their well-being. Staying up with AI's changing landscape is getting workers down. Forty-one percent of professionals report AI's current pace is impacting their well-being, and more than half of professionals say

Google Workspace user? Do this before you set up your Pixel 10

Dhruv Bhutani / Android Authority TL;DR Pixel 10’s Magic Cue uses AI to give contextual suggestions across apps. However, Google Workspace users don’t have access to Magic Cue. To access Magic Cue, sign in with a regular Gmail account first to unlock access. Google’s 2025 Pixel 10 smartphone lineup is finally here, and the standout new feature is Magic Cue. This AI-powered assistant uses on-device intelligence via the Gemini Nano LLM to deliver contextual suggestions designed to make daily i

Powerful GPUs or Fast Interconnects: Analyzing Relational Workloads

Authors: Marko Kabić, Bowen Wu, Jonas Dann, Gustavo Alonso Abstract In this study we explore the impact of different combinations of GPU models (RTX3090, A100, H100, GraceHoppers - GH200) and interconnects (PCIe 3.0, PCIe 4.0, PCIe 5.0, and NVLink 4.0) on various relational data analytics workloads (TPC-H, H2O-G, ClickBench). We present MaxBench, a comprehensive framework designed for benchmarking, profiling, and modeling these workloads on GPUs. Beyond delivering detailed performance metrics,

US targets North Korean IT worker army with new sanctions

The U.S. Treasury’s Office of Foreign Assets Control (OFAC) has sanctioned two individuals and two companies associated with North Korean IT worker schemes that operate at the expense of American organizations. These schemes involve placing in U.S. firms skilled tech workers with stolen or fabricated identities and using so-called “laptop farms” to hide the true location of the employees. The workers funnel their earnings to the DPRK regime to fund the regime's weapons program. They also often

AI adoption linked to 13% decline in jobs for young U.S. workers: study

A Standford study has found evidence that the widespread adoption of generative AI is impacting the job prospects of early career workers. There is growing evidence that the widespread adoption of generative AI is impacting the job prospects of America's workers, according to a paper released on Tuesday by three Stanford University researchers. The study analyzed payroll records from millions of American workers, generated by ADP, the largest payroll software firm in the U.S. The report found

Fubo Sports will make a play for football fans' dollars on September 2

Fubo is making a move to attract new subscribers ahead of the NFL season. The company's new Fubo Sports bundle includes content from ESPN, Fox and local affiliates. The football-friendly package costs $56 monthly. Fubo Sports includes over 20 sports and broadcast networks. You get all of ESPN's live channels (including ESPN+). As for Fox, it has FS1, FS2 and the curious inclusion (for a sports package) of Fox News. The bundle also has the ACC Network, Big 10 Network, CBS Sports Network, Fubo Sp