Artificial intelligence is reshaping how software is built and delivered. For large enterprise technology organizations, becoming “AI-first” means infusing AI into every aspect of engineering to amplify human capabilities. This is not about building more hype or adding more tools to our workflow. It is much more about practical changes in roles, culture, and process that lead to real gains in productivity and innovation.

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