Commentary

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Scenario Planning for AI and the “Jobless Future”

We all read it in the daily news. The New York Times reports that economists who once dismissed the AI job threat are now taking it seriously. In February, Jack Dorsey cut 40% of Block’s workforce, telling shareholders that “intelligence tools have changed what it means to build and run a company.” Block’s stock rose […]

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AI Is Writing Our Code Faster Than We Can Verify It

This is the third article in a series on agentic engineering and AI-driven development. Read part one here, part two here, part three here, and look for the next article on April 23 on O’Reilly Radar. Here’s the dirty secret of the AI coding revolution: most experienced developers still don’t really trust the code the AI writes for

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Grief and the Nonprofessional Programmer

I can’t claim to be a professional software developer—not by a long shot. I occasionally write some Python code to analyze spreadsheets, and I occasionally hack something together on my own, usually related to prime numbers or numerical analysis. But I have to admit that I identify with both of the groups of programmers that

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Comprehension Debt: The Hidden Cost of AI-Generated Code

The following article originally appeared on Addy Osmani’s blog site and is being reposted here with the author’s permission. Comprehension debt is the hidden cost to human intelligence and memory resulting from excessive reliance on AI and automation. For engineers, it applies most to agentic engineering. There’s a cost that doesn’t show up in your

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Agents don’t know what good looks like. And that’s exactly the problem.

Luca Mezzalira, author of Building Micro-Frontends, originally shared the following article on LinkedIn. It’s being republished here with his permission. Every few years, something arrives that promises to change how we build software. And every few years, the industry splits predictably: One half declares the old rules dead; the other half folds its arms and

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AI-Infused Development Needs More Than Prompts

The current conversation about AI in software development is still happening at the wrong layer. Most of the attention goes to code generation. Can the model write a method, scaffold an API, refactor a service, or generate tests? Those things matter, and they are often useful. But they are not the hard part of enterprise

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Architecture as Code to Teach Humans and Agents About Architecture

A funny thing happened on the way to writing our book Architecture as Code—the entire industry shifted. Generally, we write books iteratively—starting with a seed of an idea, then developing it through workshops, conference presentations, online classes, and so on. That’s exactly what we did about a year ago with our Architecture as Code book.

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Posthuman: We All Built Agents. Nobody Built HR.

Farewell, Anthropocene, we hardly knew ye. AI is here. It’s won. Yes, it’s in that awkward teenage phase where it still says inappropriate things, dresses funny, and sometimes makes shit up when it shouldn’t. But zomg the things it can do. This kid is going places, that much is abundantly clear. The AI assistant and

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