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AI Coding Advances Force Organizations To Rebuild Software Engineering Practices

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Reconstructing software engineering around AI is going to take work (even as the ability of AI to code increases at a rapid rate). Organizations are ideally spending tokens for two things: 1) building stuff 2) experiments to figure out best practices (which involves failure)

6:48 AM · May 29, 2026 View on X

The hand-wringing over token usage is real, but I don’t see any organization that has adopted AI retreating from use in coding or even considering it. We are a few months into agentic coding, and companies are trying to experiment with approaches to balance adoption & efficiency

Ethan MollickEthan Mollick@emollick

Reconstructing software engineering around AI is going to take work (even as the ability of AI to code increases at a rapid rate). Organizations are ideally spending tokens for two things: 1) building stuff 2) experiments to figure out best practices (which involves failure)

1:48 PM · May 29, 2026 · 9.5K Views
1:57 PM · May 29, 2026 · 5K Views