Every conversation about AI in software delivery circles back to the same core idea: Give engineers better AI tools, and they’ll need fewer teammates. It’s a compelling, but misguided, narrative.
AI has raised the bar for what a single developer can accomplish, while simultaneously raising expectations for what that developer must know. An engineer using AI to generate infrastructure code still needs to evaluate its security. One using AI for security scanning still needs to understand the business logic behind what’s being scanned.
The…

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