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Ask HN: Teams using AI – how do you prevent it from breaking your codebase?

For teams actively using AI coding assistants (Copilot, Cursor, Windsurf, etc.), I'm noticing a frustrating pattern: the more complex your codebase, the more time developers spend preventing AI from breaking things.

Some common scenarios I keep running into:

* AI suggests code that completely ignores existing patterns

* It recreates components we already have

* It modifies core architecture without understanding implications

* It forgets critical context from previous conversations

11d | Hacker news
The AOL experience is still kicking in 2025

AOL is alive and well.

Decades after its heyday, AOL offers a subscription-based browser called AOL Desktop Gold, priced at $6.99 per month. While no longer tied to dial-up internet, it retains much of the charm of its late-’90s and early-2000s predecessor. 

In a recent YouTube &t=2s">video, Michael MJD takes viewers on a tour of AOL Desktop Gold. Upon launching the app, Michael is greeted with AOL’s class

All the Best Smart Home Tech You Can Expect in 2025 (and Beyond)

There are flashy smart home tools headed to store shelves this year, but those might not be the products that make the biggest splash in 2025. https://www.cnet.com/home/smart-home/all-the-smart-home-tech-you-can-expect-in-2025-and-beyond/#ftag=CADf328eec

11d | cnet.com
The 16 Best Xbox Games Right Now

Whether you're gaming on an Xbox One, Xbox Series X or S, or streaming Xbox Cloud Gaming, CNET's experts list the best Xbox games for you in 2024. https://www.cnet.com/tech/gaming/best-xbox-games-for-xbox-one-series-x-s/#ftag=CADf328eec

11d | cnet.com
Go Off Grid in Style With a New Look From Airstream

Airstream's Midnight Flamingo trailer package has solar, lots of battery capacity and a Klipsch audio system to keep you entertained while adventuring. https://www.cnet.com/roadshow/news/go-off-grid-in-style-with-a-new-look-from-airstream/#ftag=CADf328eec

11d | cnet.com
 Venezuela lifts Telegram ban, but the internet remains restricted

While people in Venezuela can now use Telegram without a VPN service, TikTok remains restricted alongside Signal and other online resources.

https://www.techradar.com/vpn/vpn-privacy-security/venezuela-lifts-telegram-ban-but-the-internet-remains-restricted

Boost your laptop battery life with Chrome’s new performance tools
11d | pcworld.com
Samsung’s top-rated 4TB portable SSD is nearly half off today
11d | pcworld.com
Windows 10 PCs have been stuck in an update loop for days
11d | pcworld.com
Microsoft Paint adds AI feature that erases unwanted objects in images
11d | pcworld.com
Rumors swirl of Nvidia Arm CPUs for PCs coming later in 2025
11d | pcworld.com
DirectTV tees up its own take on the skinny sports streaming bundle
11d | pcworld.com
Save $300 on this versatile Dell 2-in-1 productivity laptop
11d | pcworld.com
Asus’ new motherboard connection can power a 1,000-watt GPU
11d | pcworld.com
Wyze cams are getting AI-powered video search
11d | pcworld.com
Microsoft’s latest Surface Laptop is a stunning $460 off right now
11d | pcworld.com
Intel’s Core Ultra 200 gaming performance could rise 25% after patch
11d | pcworld.com
Photoshop is now a team effort with Adobe’s Live Co-Editing
11d | pcworld.com
 Doom ported to run directly from a PDF file — DoomPDF port runs at approximately 12.5 FPS

A high school student has created a Doom port that runs inside a PDF file. DoomPDF was inspired by the recent release of Pdftris – Tetris in a PDF.

https://www.tomshardware.com/video-games/doom-ported-to-run-directly-from-a-pdf-file-doompdf-port-runs-at-approximately-12-5-fps

DirecTV is launching its first sports-only subscription

DirecTV just launched its new sports-only streaming service,

11d | Engadget
Weber aims to deliver smart grilling performance at a lower price with the Smoque

Weber introduced the all-new Searwood smart pellet grill in early 2024, offering a new design in the follow-up to the SmokeFire series that debuted in 2020. In a bid to offer quality performance at a lower price, the

11d | Engadget
Amazon's AI lead says technical issues are holding back Alexa AI

Amazon had been planning to roll out a new Alexa powered by generative AI in October 2024, but that obviously didn't happen. According to reports that came out back then, the company pushed back its new voice assistant's release to sometime this year. Now, a new report by

11d | Engadget
Sony offers a first look at the Until Dawn movie

Sony has revealed a first proper look at

11d | Engadget
Adobe tests live co-editing on Photoshop

 Photoshop is officially becoming a team project. Adobe has announced the creation of live co-editing on Photoshop, allowing multiple individuals to simultaneously work on the same file from different computers. If you're sick of waiting around for a document back then this is probably great news, but, if you're keen to only s

11d | Engadget
Substack is now letting all publishers broadcast live video

Substack tested live video last year, allowing Substack Bestsellers (the company’s top users) to stream video and connect with a live audience and even collaborate with other Bestsellers. Now, the feature is open to every Substack p

11d | Engadget
Show HN: A blocklist to remove spam and bad websites from search results

Hi HN!

I've been fed up with search results so much that I decided to make a giant blocklist to remove garbage links by using uBlacklist.

I browsed other blocklists and wasn't very satisfied from what exists now; the goal of this one is to be super organized and transparent, explaining why each site was blocked via issues. Contributions welcome!

Even though around 100 domains are blocked so far, I already noticed a big improvement in casual searches. You'd be surprised how some AI gene

11d | Hacker news
Flowbite launched a new dashboard

Check out a new dashboard built with Tailwind CSS and Flowbite featuring over 60 pages including a calendar page, kanban board, AI prompting, chatroom, and more. https://webdesignernews.com/flowbite-launched-a-new-dashboard/

Elon Musk announces a third patient has received a Neuralink brain implant

Elon Musk said a third person has received an implant from his brain-computer interface company Neuralink, one of many groups working to connect the nervous syste

Why I Recommend My Clients To Expand From SEO To YouTube via @sejournal, @Kevin_Indig

Move beyond SEO and explore the benefits of YouTube as an expansion channel. Overcome challenges and unlock new customer acquisition possibilities.

The post Why I Recommend My Clients To Expand From SEO To YouTube appeared first on Search Engine Journal.

https://www.searchenginejournal.com/expand-from-seo-to-youtube/537294/

A Few Ways That Cloudways Makes Running This Site a Little Easier

(This is a sponsored post.)

It’s probably no surprise to you that CSS-Tricks is (proudly) hosted on Cloudways, DigitalOcean’s managed hosting arm. Given both CSS-Tricks and Cloudways are part of DigitalOcean, it was just a matter of time …


11d | CSS tricks
How to Use AI to Create a Resume

Get an AI assist to streamline one of the most painful parts of applying for a job -- writing your resume. https://www.cnet.com/tech/services-and-software/how-to-use-ai-to-create-a-resume/#ftag=CADf328eec

11d | cnet.com
Motorola's New $300 Moto G Power Can Survive Going Underwater

The durable $300 phone arrives alongside the new $200 Moto G 5G that gains faster charging over last year's model. https://www.cnet.com/tech/mobile/motorolas-new-300-moto-g-power-can-survive-going-underwater/#ftag=CADf328eec

11d | cnet.com
Dreo's Newest Fan Followed Me Around at CES

With motion-sensing capabilities, this fan can tell where you are in the room and oscillate accordingly to improve airflow. https://www.cnet.com/home/kitchen-and-household/dreos-newest-fan-followed-me-around-at-ces/#ftag=CADf328eec

11d | cnet.com
 Google Messages finally reverses an annoying change, making it easier to organize your contacts

Google Messages users are regaining the ability to add contact names and photos for their contracts locally, following the controversial decision to implement individually-set social media-style profiles in 2024.

https://www.techradar.com/phones/android/google-messages-finally-reverses-an-annoying-change-making-it-easier-to-organize-your-contacts

 JPMorgan tells all its employees they must return to office full-time

All of JPMorgan Chase’s workers called back to the office full-time as the company turns its back on hybrid working.

https://www.techradar.com/pro/jpmorgan-tells-all-300-000-employees-they-must-return-to-office-full-time

 How can AI be used to supercharge SEO?

Search Engine Optimization (SEO) is one industry where AI is proving to be particularly beneficial, helping SEO professionals streamline workflows and achieve better results.

https://www.techradar.com/pro/how-can-ai-be-used-to-supercharge-seo

 Everything we're excited to see from Apple in 2025: New MacBooks, iPhones, iPads, and more

A look ahead to what (and when) to expect from Apple in 2025, including the M5 MacBook, iPhone SE 4, and new iPhone 17 "Air."

https://www.laptopmag.com/laptops/macbooks/apple-product-roadmap-2025

 Acer's Swift 14 Go got a sleek new look for 2025 — but I've got one big concern

The Acer Swift Go 14 was our favorite budget laptop of 2024, and while its successor impressed at CES, there's one big challenge for it to reclaim the title in 2025.

https://www.laptopmag.com/laptops/acer-swift-14-go-ces-2025

 I thought the RTX 5070 was my next GPU — this new tech has me reconsidering

The AMD Radeon RX 6800 GPU in my gaming PC is due for an upgrade, and I thought NVIDIA's RTX 5070 was the perfect match. However, one of the new RDNA 4 Radeon cards might be a better option if AMD can deliver on performance and pricing.

https://www.windowscentral.com/gaming/pc-gaming/nvidia-rtx-5070-or-amd-rx-9070-xt-next-pc

 Here are the 7 coolest tech products I saw at my very first CES

I attended CES for the first time this year, and wanted to highlight the 7 coolest tech products I saw or went hands-on with during my time in Las Vegas.

https://www.windowscentral.com/hardware/top-seven-coolest-tech-at-my-first-ces

The biggest thing I didn’t see at CES: Thunderbolt 5. Insiders explain why
11d | pcworld.com
Say goodbye to patchy home Wi-Fi with this simple $15 booster
11d | pcworld.com
 Gigabyte B850 Aorus Elite Wifi 7 Review

Made to be a cheaper option for AM5, the Aorus Elite is a well-balanced board with Wi-Fi 7, several DIY-friendly features, and more for under $230.

https://www.tomshardware.com/pc-components/motherboards/gigabyte-b850-aorus-elite-wifi-7-review