How we built data-driven AI Golden Paths at Datadog

To manage the complexities of AI adoption, organizations can implement "AI Golden Paths," which are standardized workflows designed to improve developer reliability and control costs. Datadog implements these paths by using targeted "controls"—such as automated safeguards, specialized documentation, and interface configurations—that are iteratively refined through data-driven evaluations to ensure high-quality output and minimal performance overhead.