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Using Claude Code SDK to reduce E2E test time

End-to-end (E2E) tests sit at the top of the test pyramid because they're slow, fragile, and expensive. But they're also the only tests that completely verify complete user workflows actually work across systems. Due to time constraints, most teams run E2E nightly to avoid CI bottlenecks. However, this means bugs can slip through to production and be harder to fix because there are so many changes to isolate the root cause. But what if we could run only the relevant E2E tests for specific code

Stop writing CLI validation. Parse it right the first time

I have this bad habit. When something annoys me enough times, I end up building a library for it. This time, it was CLI validation code. See, I spend a lot of time reading other people's code. Open source projects, work stuff, random GitHub repos I stumble upon at 2 AM. And I kept noticing this thing: every CLI tool has the same ugly validation code tucked away somewhere. You know the kind: if ( ! opts . server && opts . port ) { throw new Error ( " --port requires --server flag " ); } if ( op

How the "Kim" dump exposed North Korea's credential theft playbook

Contents: Part I: Technical Analysis Part II: Goals Analysis Part III: Threat Intelligence Report Executive Summary A rare and revealing breach attributed to a North Korean-affiliated actor, known only as “Kim” as named by the hackers who dumped the data, has delivered a new insight into Kimsuky (APT43) tactics, techniques, and infrastructure. This actor’s operational profile showcases credential-focused intrusions targeting South Korean and Taiwanese networks, with a blending of Chinese-la

Please, ‘Highlander’ Reboot, Don’t Waste Djimon Hounsou

The upcoming Highlander movie continues to build out its cast: after recently nabbing Karen Gillan and Dave Bautista of Guardians of the Galaxy fame, we’ve got another Marvel alum in Djimon Hounsou. Per the Hollywood Reporter, Hounsou will play an immortal African warrior and presumably cross paths with either Henry Cavill’s Connor MacLeod or Bautista’s villainous Kurgen. We really don’t know much about this movie, save for director Chad Stahelski’s aim to expand upon the mythology from the pre

Nvidia Is Not Happy With the Gain AI Act, Says As Much

In a move drawing considerable attention across the tech industry, Nvidia Corporation has publicly critiqued the recently proposed Gain AI Act, emphasizing its potential to stifle competition in the rapidly evolving artificial intelligence sector. The GAIN AI Act, which stands for Guaranteeing Access and Innovation for National Artificial Intelligence Act, was introduced as part of the U.S. National Defense Authorization Act, with the goal of ensuring that the United States is the dominant mark

The Robot Vacuum’s Next Humble Trick: Climbing Stairs

Stair-climbing robot vacuums are actually about to be a reality, sort of. That’s courtesy of a little baby trend at IFA 2025 of robot vacuums slipping into something more climbable—a little caddy that carries them upstairs when it’s time to move floors, then waits to carry them back down when they’re done. The first one we encountered was the Eufy MarsWalker. Then, it turned out that Dreame had one, too, using almost the exact same approach, only it’s weirdly much scarier-looking. Both have a s

Today's NYT Strands Hints, Answers and Help for Sept. 7 #553

Looking for the most recent Strands answer? Click here for our daily Strands hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections and Connections: Sports Edition puzzles. Today's NYT Strands puzzle might be tough if you're not familiar with this particular ritual and celebration. If you need hints and answers, read on. I go into depth about the rules for Strands in this story. If you're looking for today's Wordle, Connections and Mini Crossw

Today's Wordle Hints, Answer and Help for Sept. 7, #1541

Gael Cooper CNET editor Gael Fashingbauer Cooper, a journalist and pop-culture junkie, is co-author of "Whatever Happened to Pudding Pops? The Lost Toys, Tastes and Trends of the '70s and '80s," as well as "The Totally Sweet '90s." She's been a journalist since 1989, working at Mpls.St.Paul Magazine, Twin Cities Sidewalk, the Minneapolis Star Tribune, and NBC News Digital. She's Gen X in birthdate, word and deed. If Marathon candy bars ever come back, she'll be first in line.

How to Watch the 2025 MTV VMAs Live Without Cable

The MTV Video Music Awards are back, giving fans a chance to vote for their favorite nominees across 19 categories including Best Collaboration, Best New Artist, Best Choreography, and the coveted Video of the Year. In recent years, the addition of social-driven categories has opened the door for viral artists and internet favorites to take home a trophy, making the competition broader than ever. This year's ceremony will be hosted by L.L. Cool J and feature a star-studded lineup of presenters

EU fines Google $3.5B over adtech ‘abuse’

The European Commission announced this week that it’s fining Google €2.95 billion (just under $3.5 billion). The commission found that Google had violated European Union antitrust rules by favoring its own advertising services. Specifically, the commission said Google “abused” its “dominant positions” by favoring its ad exchange AdX in both its publisher ad server and in its ad-buying tools. The commission also said Google has 60 days to “bring these self-preferencing practices to an end” and

Venture Capitalist Sues Surrogate Mother After Stillbirth

Losing a baby to a stillbirth is arguably the most heartbreaking outcome an expecting mother can experience. But what would you do if that stillbirth kicked off a lengthy and protracted legal battle in which your most intimate details are spilled to the police, the courts, and social media? That's the horrifying conundrum facing Rebecca Smith, a 34 year old would-be surrogate mother who says her stillbirth almost killed her. Despite almost paying for the unfortunate complication with her life,

Scientists Intrigued by Pill That May Heal Brain After Stroke or Brain Injury

Image by Getty / Futurism Neuroscience/Brain Science Researchers are working on a pill that could allow patients' brains to recover from a traumatic injury or stroke, defying conventional thinking that the brain cannot regenerate following such a traumatic event. As the New York Times reports, researchers previously discovered a gene that codes for a receptor called CCR5, which has been found in experiments to suppress lab mice's ability to learn and remember. University of California head of

Gemini for Home isn’t enough to revive Google’s forgotten Nest speakers

C. Scott Brown / Android Authority Google Nest speakers are neat little utility tools that let you holler at Google Assistant anywhere in the house — add something to your shopping list before it slips your mind or run the Roomba in a certain room. They’re so handy that a lot of us just grab Nest Minis by the dozen and place them across our homes so that we can call Assistant from literally anywhere. However, Google’s home efforts have been stagnant for a few years, to the point where they’ve

I’ve been self-hosting my apps since 2009; here’s why you should (or shouldn’t) do it too

Robert Triggs / Android Authority I’m your average techie millennial who saw the dotcom bubble burst and was around when many of the OG services of the internet era simply vanished. Let’s just say, watching favorites like GeoCities and Launchcast go bust was a big motivation for me to start self-hosting my most-used services as soon as I was able to. Initially, it was mostly curiosity and tinkering. That changed over time. Today, self-hosting for me is equal parts habit, convenience, and once-i

The easiest way to automate your entire workflow

While Mac and iPhone users have powerful devices, the real challenge is automatically tying everything together. Moving files, syncing calendars, posting across platforms, and tracking tasks are essential yet repetitive. In this article, we’ll explain how you can unlock your true productivity superpower with automation that clears away busywork so you stay focused on what matters. Read on to learn how 9to5Mac readers can save both time and money… Let self-hosted n8n work for you While Mac and

Baby's first type checker

Austin Z. Henley Associate Teaching Professor Carnegie Mellon University [email protected] @austinzhenley github/AZHenley Baby's first type checker 8/31/2025 Have you ever wondered how type checking works? Me too—let's make one! Python allows optional type annotations like this: def foobar(name: str | None) -> str: return "Fizz!" buzz: int = 42 A type checker goes through the code to make sure that the kinds of values you use match what your functions and variables expect. In the examp

Topics: ast int return self type

‘Life Is Strange’ Is Taking Its Superpowered Queer Tales to Television

Prime Video is picking up one video game after another to bring to television, and Life Is Strange is the latest game joining those ranks. Technically, Legendary Digital Studios and publisher Square Enix announced their plans to adapt a show in 2016, with Shawn Mendes later attached as a producer and potentially coming to Hulu. Rights for the adventure game series have pivoted to Prime Video, who’ve enlisted Charlie Covell, who wrote Netflix’s The End of the F***ing World and Kaos, as showrunne

Google’s AI Ambitions An ‘Existential Crisis’ For News Online

Amid mounting concerns over its monopoly in online search, Google’s intensified integration of artificial intelligence into how it presents the world’s news outlets is prompting a seismic shift in the digital journalism landscape. Major publishers worldwide report plunging traffic and revenue, fueling fears that their traditional business models are under existential threat, The Guardian reports in a deep dive into how the industry is reacting. It posits that Google’s rapid rollout of AI-drive

Keep Your Eyes Healthy With These 12 Superfoods

Properly nourishing your body is essential to your overall well-being -- especially your eyesight. You can help strengthen and protect your eyes in simple ways, like taking screen breaks, wearing sunglasses and even eating certain nutrients, vitamins and minerals. The best part is that the best foods for eye health are probably already in your fridge. Some of the best foods for eye health include broccoli, salmon, carrots, sunflower seeds, kiwi, oysters, spinach, eggs, almonds, yogurt, oranges

England vs. Andorra: Livestream World Cup 2026 Qualifier Soccer From Anywhere for Free

Thomas Tuchel's England will be confident of making it four wins out of the first four World Cup 2026 qualifiers on Saturday as it takes on minnow Andorra in this Group K clash. Below, we'll outline the best live TV streaming services to use to watch the game as it happens, wherever you are in the world, and how to use a VPN if the match isn't available where you are. Despite a 100% record in qualifying so far, there's nevertheless plenty of room for improvement for the Three Lions coming into

Real Estate Speculators Are Swooping In to Buy Disaster-Hit Homes

This story originally appeared on Grist and is part of the Climate Desk collaboration. It is part of The Disaster Economy, a Grist series exploring the often chaotic, lucrative world of disaster response and recovery. It is published with support from the CO2 Foundation. When a mile-wide tornado hit St. Louis on May 16, DeAmon White hopped in his car and rushed home. As he navigated downed trees and power lines, turning his 10-minute commute into a three-hour slog, he worried whether his family

How to Babyproof Your Home (2025)

As a new parent myself, I can tell you unequivocally that when babies become mobile, the world becomes their playground. Coffee tables become climbing gyms, cabinets become treasure troves, and phone chargers become rope toys. Babyproofing your home isn’t about bubble-wrapping your life; it’s about thinking like a young mind and getting one step ahead of curiosity. We’re here to help: This guide will help you spot hidden dangers, make smart fixes, and provide a safe space for little ones to expl

Scientists Boast That Their AI-Powered Stethoscope Only Fails Two-Thirds of the Time

A team of researchers in the UK say their AI-powered stethoscope can detect three different heart conditions in just 15 seconds. It's also, they readily admit, horrendously inaccurate. Placed over the chest, the "smart" gizmo analyzes the rhythms of the heartbeat and blood flow that're undetectable to the human ear, while also performing a quick electrocardiogram, or ECG, which is a test that gauges your heart's electrical activity. Then, all that info is packaged and sent "securely" to the c

Google is sitting on a gold mine of custom maps and is doing nothing with it

Andy Walker / Android Authority I recently rediscovered a Google Maps feature that I completely forgot existed, but you can’t really blame me. If you frequent travel subreddits and forums, you’ll likely be familiar with My Maps, Google’s custom map creation platform. However, if you’ve only ever experienced Google Maps on an Android phone, I’d be surprised if you’ve heard of it, unless you’ve accidentally scrolled to the bottom of the You tab. My Maps is an obscure but powerful tool for creati

The JBL Flip 7 speaker reappears at a $50 discount!

The JBL Charge 6 is our favorite speaker, and it is still on sale for $139.95 on Woot.com. While impressive and super portable, some of you want something even easier to carry around. If you really value portability, then the JBL Flip 7 is your best bet. It is back to its record-low price of $99.95, saving you $50! Buy the JBL Flip 7 speaker for just $99.95 ($50 off) This offer is available from Woot.com, an Amazon-owned deals website. It’s available in Blue, Black, and Red. There’s a limit of

David Howard Thornton on the Art of Being Art the Clown

Terrifier icon Art the Clown has made an impact as the new king of painted-face slasher villains and the character enters a new era as a feature at Halloween Horror Nights. The spooky season haunt at Universal Studios Orlando and Universal Studios Hollywood features not only haunted houses inspired by Damien Leone’s bloody franchise but also a huge Art the Clown presence for walk-around characters. At the red carpet for Halloween Horror Nights Hollywood, Terrifier’s very own Art the Clown, Davi

Today's NYT Mini Crossword Answers for Saturday, Sept. 6

Gael Cooper CNET editor Gael Fashingbauer Cooper, a journalist and pop-culture junkie, is co-author of "Whatever Happened to Pudding Pops? The Lost Toys, Tastes and Trends of the '70s and '80s," as well as "The Totally Sweet '90s." She's been a journalist since 1989, working at Mpls.St.Paul Magazine, Twin Cities Sidewalk, the Minneapolis Star Tribune, and NBC News Digital. She's Gen X in birthdate, word and deed. If Marathon candy bars ever come back, she'll be first in line.

The Universe Within 12.5 Light Years

The Universe within 12.5 Light Years The Nearest Stars Number of stars within 12.5 light years = 33 About the Map This map shows all the star systems that lie within 12.5 light years of our Sun. Most of the stars are red dwarfs - stars with a tenth of the Sun's mass and less than one hundredth the luminosity. Roughly eighty percent of all the stars in the universe are red dwarfs, and the nearest star - Proxima - is a typical example. Information on the Nearest Stars Sun - Type= G2 , Magnitu