"AI can amplify an engineering organisation’s existing strengths and weaknesses rather than independently fixing its underlying development culture."
DORA's 2025 research draws on responses from nearly 5,000 technology professionals and identifies AI as an amplifier of organisational capabilities and dysfunctions. This strongly supports the chapter's argument that teams with sound engineering practices are better positioned to benefit from AI adoption.
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