The AI productivity paradox in software engineering: Balancing efficiency and human skill retention

Generative AI is transforming software development at an unprecedented pace. From code generation to test automation, the promise of faster delivery and reduced costs has captivated organizations. However, this rapid integration introduces new complexities. Reports increasingly show that while task-level productivity may improve, systemic performance often suffers. This article synthesizes perspectives from cognitive science, software … continue reading

DevOps feedback loop explained: Cascaded feedback

Feedback is routinely requested and occasionally considered. Using feedback and doing something with it is nowhere near as routine, unfortunately. Perhaps this has been due to a lack of a practical application based on a focused understanding of feedback loops, and how to leverage them. We’ll look at Feedback Loops, the purposeful design of a … continue reading

DevOps feedback loop explained: Noisy feedback

Feedback is routinely requested and occasionally considered. Using feedback and doing something with it is nowhere near as routine, unfortunately. Perhaps this has been due to a lack of a practical application based on a focused understanding of feedback loops, and how to leverage them. We’ll look at Feedback Loops, the purposeful design of a … continue reading

DevOps feedback loop explained: Delayed feedback

Feedback is routinely requested and occasionally considered. Using feedback and doing something with it is nowhere near as routine, unfortunately. Perhaps this has been due to a lack of a practical application based on a focused understanding of feedback loops, and how to leverage them. We’ll look at Feedback Loops, the purposeful design of a … continue reading

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