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Gemini Diffusion is also useful for tasks such as refactoring code, adding new features to applications, or converting an existing codebase to a different language.

The developer must also publish known failure modes, keep all documentation current, and push updates within 30 days of a version change.

Success no longer hinges on hindsight dashboards or quarterly reviews; it depends on how intelligently and swiftly an enterprise can respond to the present.