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Issue 319: Dogfooding your SDLC

Sometimes, the world of tech can feel a bit like a sci-fi movie—building AI tools with AI tools, AI self-help books, museums of old technology and webpages showcased for our viewing pleasure. If our SciFi Stack Exchange community is to be believed (and I want to believe), a movie about our current life would be considered Speculative Fiction which…yeah, that sounds right.

What’s not so speculative is that this Overflow is chock-full of interesting stories and answers for you from around the web. On our pod, we’re joined by Thibault Sottiaux, OpenAI’s engineering lead on Codex, to talk about dogfooding the future of agentic SDLC. Microsoft’s Marcus Fontoura sat down with us to discuss his new book, Human Agency in the Digital World, an “AI-era self-help book” about giving humans back the control in the tech revolution. Plus, we’ve got a new, redesigned Stack Overflow for your viewing pleasure, and a deep dive on our how we’re giving content creators back their agency with our partnership with Cloudflare.

But not everything in the future needs to be new school…sometimes old school still reigns supreme. At least that’s the case with our Q&A with pompelmi, the open-source project fighting one of the oldest kind of attack vectors, file uploads. That’s why we’re making sure you get plenty of the vintage in this week’s not-so-speculative newsletter—like the world’s first webpage and a museum filled with every kind of plug and socket in the world. And in a world of the speculative, one thing is proven: Stack sites are where you go for answers for every question you have, new or old. Why are Olympic athletes so much faster than normal humans going both forward AND backwards? Why doesn’t anything rhyme with orange? How far in the future can a commit message go? No speculation needed. We have all of that and more in the links below.

From the blog

To live in an AI world, knowing is half the battle

Ryan welcomes Marcus Fontoura, technical fellow at Microsoft and author of Human Agency in the Digital World, to discuss the intersection of technology, society, and human dignity in a digital-first world.

Beyond block or allow: How pay-per-crawl is reshaping public data monetization

For most of the web's history, content platforms operated on a simple binary: open or blocked. Then generative AI changed everything.

Your sneak peek at the redesigned Stack Overflow

Come check out the new Stack Overflow beta experience, tell us what you think, and help shape what’s next.

Dogfood so nutritious it’s building the future of SDLCs

Ryan welcomes Thibault Sottiaux, OpenAI’s engineering lead on Codex, to discuss how the Codex team dogfoods Codex to build Codex, what distinguishes an agentic coding tool from a chat-based code assistant, and why they’re focusing on a safe and secure agentic SDLC rather than just code generation.

Defense against uploads: Q&A with OSS file scanner, pompelmi

API and network traffic get all the press, but some folks are still trying to build a better upload scanner.

Interesting questions

Can commit messages include volatile information?

Even commit messages must heed the sands of time.

Why does "orange" rhyme with (almost) nothing in English?

Nothing rhymes with orange and about one in six words in the English language.

Links from around the web

What Claude Code actually chooses

What the AI you choose chooses is not your choice.

The museum of plugs and sockets

How many breakers could you blow if you plugged all of them in at once?

The first webpage ever published

There's an alternate timeline where we're all in the gophersphere instead of the World Wide Web.

You just need Postgres

....except for the cases you’d need to use other databases, too.


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