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Unlocking High Performance: Why Many Dev Teams Still Struggle Despite AI Advancements – Codemanship’s Blog

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Unlocking AI’s Potential in Software Development: The Gorman Paradox

In my latest post, I explore The Gorman Paradox, posing a critical question: If “AI” is revolutionizing productivity, why are we not seeing tangible results in real-world applications? Here’s what I found:

  • No Impact on Business Metrics: Over three years of AI integration has yielded no substantial gains in app store offerings or GDP growth.
  • The Real Barrier: Many teams suffer productivity declines due to existing bottlenecks, failing to benefit from AI-assisted coding.
  • High-Performing Teams: Success stems from addressing these bottlenecks. Agile, continuous integration processes allow rapid user feedback and effective delivery.

The conclusion? Truly harnessing AI’s capabilities requires substantial investment in team skills, processes, and automation.

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