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Software Engineering in the AI Age: Craftsmanship vs Mass Production

Hacker News •
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The software engineering profession stands at a crossroads as AI transforms coding from an art into mass production. Veteran engineers who once prided themselves on craftsmanship now face a reality where AI agents write 90-100% of code, leaving many grappling with identity loss and what Adam Leventhal calls the 'Deep Blue' feeling of dread.

Yet beneath these dramatic changes, fundamental engineering principles remain surprisingly intact. The shift toward AI coding actually reinforces existing best practices: small, stacked diffs that humans understand also help agent swarms make concurrent changes. Continuous deployment, automated testing, and easy rollbacks become even more critical when shipping unprecedented volumes of code.

What defines a good engineer is evolving but not disappearing. While AI handles individual lines of code with increasing elegance, engineers must now develop architectural taste immediately rather than gradually building code intuition. The real challenge lies in understanding social and technical constraints that AI still struggles with. This creative destruction brings both excitement and grief as engineers navigate an era where they orchestrate rather than write code, leaving many to wonder whether their builder identity can survive intact.