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AI‑Native Stack vs Legacy CI/CD: 5x Software Engineering Showdown?
AI-native stacks can deliver up to five times faster software delivery than legacy CI/CD pipelines. In practice, the speed boost forces engineers to rethink validation, monitoring, and governance to avoid new failure modes. When I first tried an AI-generated function in a production repo, the build finished in seconds,