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From the Network
askubuntu.com

Caps Lock keeps turning on in each application separately

OR YOU COULD JUST EMBRACE YELLING ALL THE TIME.

law.stackexchange.com

Does offering women and children first priority for limited places on a lifeboat breach discrimination law?

“In this case, saving the lives of children would constitute a legitimate aim as they are generally more vulnerable than adults and weaker swimmers than adults.”

skeptics.stackexchange.com

Are a third of American Millennials flat Earthers?

One-third know the Earth isn't perfectly round and is actually an oblate spheroid.

worldbuilding.stackexchange.com

How would a plant disconnected to the ground get nitrogen?

The same way plants connected to the ground do: dissolved in water.

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Around the web
sebs.website

The Gruen Transfer is consuming the internet

The internet is becoming more disorienting by design.

blog.infected.systems

This blog is hosted on a Nintendo Wii

It's the opposite of an emulator.

youtube.com

How we diagnosed and fixed the 2023 Voyager 1 anomaly from 15 billion miles away

Debugging becomes way harder when you have 45 hours of latency between command and response.

technologizer.com

The raccoons who made computer magazine ads great

Raccoons are a lot like early PC users: dark circles around their eyes, eat garbage, and occasionally hide in the attic.

buildwithtract.com

Postmortem for a startup

If you want to succeed, read about failure.

tratt.net

The four kinds of optimization

If you look hard enough, you may find a fifth kind.

bleepingcomputer.com

CISA extends funding to ensure 'no lapse in critical CVE services'

The latest in a wild ride: funding cut, new foundation to take over, funding renewed so there's no downtime.

digicert.com

TLS certificate lifetimes will officially reduce to 47 days

Over the next four years, you'll need some sort of automation to manage your TLS certificates.

crocidb.com

Demystifying the #! (shebang): Kernel Adventures

This guide explains the whole shebang and how it works with the Linux kernel.

funcall.blogspot.com

Why I program in Lisp

While Lisp might not be the most popular language overall, it is this programmer's favorite.

hai.stanford.edu

AI Index 2025: State of AI in 10 Charts

AI models are getting smaller, cheaper, and more problematic.

techcrunch.com

Fintech founder charged with fraud after 'AI' shopping app found to be powered by humans in the Philippines

The Mechanical Turk lives and it's doing your shopping.

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Every week we’ll share a collection of great questions from our community, news and articles from our blog, and awesome links from around the web.

Previous issues Subscribe on Stack Overflow

Issue 274: Automated for the people

Every other week, it seems like somebody has a new AI-related take or buzzword, and the rest of us have to sort out whether it's worth learning about. Like agents; what the heck are they? Fortunately, we dug into that very question to see what lies beneath the hype. Agents, like a lot of software, help automate tasks—we're got a look at how much you can automate sysadmin tasks. Then, with all these AI agents running rampant in your system, you need to think about scale—in our latest Leaders of Code, Recursion's VP of engineering Maureen Makes does just that. xx As we've often promised and occasionally delivered, we have more for you besides AI. In the latest We'll Be In Touch, Kyle sits down with former Stacker Michael Stum to chat about WebAssembly, how he learned to code by tackling Stack Overflow questions, and more. Speaking of Stack Overflow (aren't we always?), our private version, Stack Overflow for Teams, has a new release for Enterprise users. xx Okay readers, lightning round <airhorn>. How do you tell HR that you're quitting because your desk is terrible? Why does Discord see through time? What can you learn from the failure of a startup? Will the CVE database disappear when its grants run out?

Issue 273: Would you open source your AI?

No matter where in the world you live, this newsletter is hitting your inbox free of tariffs. I mean, it's always free, and we've got some excellent freebies for you. We dropped the results of our survey on open-source AI, and it's got plenty of insights into how developers of all experience levels view the rise of open-source LLMs like LLaMa and DeepSeek. -- On the podcast side, we have two conversations recorded at the HumanX conference and one new Leaders of Code episode. We chatted with Amr Awadallah, CEO of Vectara, about how AI's going to give us that "I know kung fu" moment sooner rather than later. We serve up a conversation with a repeat customer, Tomasz Tunguz, about his theories (and his Theory Ventures) about the AI landscape. In Leaders of Code, our own Ellen Brandenberger chats with Maureen Makes, VP of Engineering at Recursion, about whether you can move too fast with AI. -- Did you know that the #! is called a shebang? Me either. Find out how it works with the Linux kernel in our links section. Want to know how dang wrong Jules Verne (and, frankly, everybody else in 1865) was about the Rocky Mountains? Check our questions. Dear reader, there's even more, so I'll get out of the way of your scroll wheel.

Issue 272: On bubbles and revolutions

Hey, have you all heard of AI? I kid, I kid, but it's popular for a reason. This week, we cover all sorts of angles on the topic du jour in today's software industry. We chat with the CEOs of HumanX and Crunchbase about the state of the AI industry. We chat with the field CTO of GitLab about how AI best supports learning. We chat with folks at the HumanX conference about audio models and LLM governance. There's more to AI than just LLM, and we've got leads on that too. There's info on the new role web data will play in LLMs. Our friends at Intuit talk about an old-school AI technique they use to manage the NP-hard problem of scheduling appointments at scale. In other links, we've got the usual roundup of delicious info. Ponder the math of roasted meats. Remember one of the code breakers who helped stop the Nazis. Learn about the movement to develop web apps for local-first execution. And argue whether there were CRT displays that could refresh faster than 60Hz.

Issue 271: From embeddings to agents

We talk a lot about AI and its effects on coders. The reality is that the keywords and syntax many of us use to activate software magic might not be as important in an AI future. In the latest Leaders of Code podcast, our CEO Prashanth Chandrasekar talks to GitLab Field CTO Lee Faus about why critical thinking might be the new must-have developer skill. There are plenty of harder tech skills that AI requires. Vector databases and embeddings have been the foundation of many GenAI advances, and we talk about it with Pinecone CEO Edo Liberty. On the other end of the AI spectrum, we talk about the thing that everybody is talking about now: agents. Deepak Singh, VP of Developer Agents and Experiences at AWS, breaks down whether these plucky little robots are ready for prime time. Meanwhile, have you ever thought about rewriting the C++ standard library? Me either, but we have a link to someone who did. Plus Go slices, random PC crashes, homophones gone wild, and translating an artistic perspective into math.