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  1. Foundational infrastructure must be robust before scaling AI adoption. Reliable build, test, and telemetry systems are prerequisites for trusting AI-generated code and maintaining quality standards.

    Impact: Mitigates the risks of AI-driven speed, ensuring that increased code generation does not compromise system stability or security.

    — from Dropbox DevEx Strategy: AI and Productivity · Engineering Enablement by DX· Feb 06, 2026