AI-assisted Software Engineering Is Creating A New Delivery Paradox
AI can generate code faster than most software organizations can absorb it. This should be a productivity breakthrough, but it also exposes a larger problem: many of the processes surrounding software delivery still happen at human speed.
A new white paper from code4thought looks at what happens when AI changes how quickly teams write software, and what software engineering produces, how organizations govern it, and where engineers add the most value.
AI-Assisted Software Engineering: The New Delivery Paradox pulls from six in-depth conversations covering security, product engineering, academic research, regulated industry, retail banking, and AI assurance.
The expert contributors do not agree on everything, and the paper doesn’t try to force consensus. Rather, it captures a profession that is working through structural change in real time.
Its headline finding is clear: “AI does not break software engineering — it amplifies whatever discipline, or lack of it, is already there.”
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