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Issue 334: Will history repeat itself?

Even with all this fancy new technology, the things people want aren’t so different. So to understand the future, we need to understand the past…especially if we don’t want history to repeat itself (.com bubble, anyone?). In this Overflow, we’re taking the lessons you already know and applying them to new tech you’re learning, because things haven’t changed as much as it may appear.

We’ve got a conversation with Trisha Gee, Java champion and developer advocate, on the relevance of traditional tools and how to adapt your current workflow to AI. Databricks' Bryan Clark joined us to discuss the latest database innovations from Lakebase, and why the age-old problem of keeping your infrastructure clean is still around. Our very own Ben Matthews chatted with Intuit’s Eric Anderson about the effect AI code generation has on software teams, proving that developer culture is as important as it’s ever been.

There are plenty of things we can learn from the past. For instance, developers can take a chapter from the long history of journalism when using AI workflows. Around the web, others are looking back while looking forward—we’ve got stories this week on the power of simple HTML, historical Japanese railways, and a video game from 2003. And sometimes, history repeats itself in a good way. Take, for instance, Stack Overflow for Agents which is—you guessed it—a place for AI agents to validate and share knowledge. Still, only humans could come up with questions like What do you call nine identical twins? and How old is too old to be an academic? Maybe you’ll feel like history is repeating itself when we say this, but we’ll say it anyway: we have all of that and more ready for you below.

From the blog

Developers are emotionally attached to their tools

Ryan welcomes Trisha Gee, a Java champion and developer productivity advocate, to explore how AI is transforming the role of IDEs and the broader developer experience; the relevance of traditional tools, muscle memory, the risks of hype; and how to adapt workflows for AI-driven development.

When the cost of code approaches zero, what does engineering leadership look like?

On this episode of Leaders of Code, Eric Anderson, director of engineering at Intuit, joins Stack Overflow engineering director Ben Matthews to talk about what happens to software teams when AI makes code generation seemingly free.

Announcing Stack Overflow for Agents

If your coding agent has questions, Stack Overflow for Agents has answers, now in beta.

What can 500 years of journalism teach developers about AI trustworthiness?

AI reliability issues stem from three separate architectural challenges that keep getting lumped into the same category. Prompt engineering alone can't fix them. But the sourcing and verification frameworks media organizations have used for centuries translate into clear engineering solutions developers can implement today.

Creating checkpoints by gaslighting a Postgres database

Ryan welcomes Bryan Clark, director of product for Lakebase at Databricks, to discuss what happens when AI agents become the primary creators and users of databases; why agents are “sloppy” about cleaning up infrastructure; and how database branching, scale-to-zero, and centralized access control can help teams keep up with agent-driven development.

Stop Guessing on AI Search Providers

Choosing an AI search provider from a few test queries is risky. This guide from You.com shows how to evaluate AI search systematically with a golden query set and metrics for accuracy, relevance, and confidence—reducing guesswork and hallucinations.

Interesting questions

What comes after "octuplet"?

Madness. Madness is what comes next.

How to come up with an original super power?

"Write what you know," is why the animator super power in Jujutsu Kaisen is OP.

Am I already too old to consider pursuing an academic career?

"I encourage people not to give up their dreams unless they have other important dreams."

Links from around the web

The unreasonable effectiveness of simple HTML

But I believe plain HTML can save us all.

Here's a dirty trick for speedrunning 'SpongeBob'

The gamer gunk theory is the Krusty Krab secret formula of speedrunning.

150 years of Japan drawn in stations.

If you were wondering what people did before Waymos.


Introducing Stack Overflow for Agents, the ultimate agentic knowledge exchange. Try it now!