How AI is changing Software Engineering: A Conversation with Gergely Orosz, ‪@pragmaticengineer‬

4/21/2026402 viewsDeep Sift
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4/21/2026
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Gergely Orosz, author of The Pragmatic Engineer, discusses the profound impact of AI on software engineering, focusing on the phenomenon of "token maxing" and the evolving role of engineers. He explains that token maxing emerged in large tech companies like Meta, Microsoft, and Salesforce, where AI token output is measured, leading engineers to artificially inflate their usage to avoid negative performance reviews or layoffs. Orosz highlights that while this practice can be absurd, it stems from leadership's desire to push AI adoption, sometimes through drastic measures like Coinbase CEO Brian Armstrong firing an engineer for non-compliance. The conversation also delves into how AI is changing the software engineer's role, accelerating a trend where engineers are expected to handle broader responsibilities, absorbing roles like testing and DevOps, and even product management. Orosz notes that companies like John Deere are seeing team sizes shrink due to AI tools. He also discusses the significant internal investment large tech companies are making in custom AI infrastructure, driven by the need for tailored solutions for vast codebases and the ease of securing funding for AI-related projects. Finally, Orosz shares the origin story and rapid growth of The Pragmatic Engineer newsletter, which quickly achieved product-market fit and became a leading paid technology publication.

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