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TechRadar
TechRadar
Andrew Power

Why organizations are making trade-offs on software quality in the race to deliver faster

Man coding programmer, software developer working on digital tablet with binary, html computer code on virtual screen.

When we wrote about the “AI speed trap” in the software development process for TechRadar Pro a year ago, the central concern was whether faster delivery would come at the expense of quality. A year on, what we’re seeing are actually deeper issues around trust, governance and organizational alignment.

As AI-generated code becomes more routine and ecosystems become more complex, the challenge is no longer simply keeping pace with delivery. It is deciding who owns quality, how much risk is acceptable, and what confidence looks like in an AI-enabled environment.

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