Security Weekly - A CRA Resource: AI Productivity Comes With a Catch

AI coding tools can help developers produce code faster. Adrian Sanabria highlights a less glamorous possibility: companies may respond by raising output expectations, leaving developers working harder rather than enjoying more time.



More code does not automatically mean better software. If expectations rise without additional time for review and refinement, maintaining code quality could become more challenging.



The concern isn't that AI inevitably produces bad code. It's that the productivity gains promised by AI may translate into pressure to deliver more, rather than more time to do the work well.



As AI increases how much code developers can produce, how should companies balance output expectations with code quality?



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