DORA cards for orchestration health
Use DORA-style metrics to discuss speed and stability in AI orchestration changes.
What does deployment frequency reveal for AI orchestration? How often prompt, tool, routing, retrieval, or model changes reach users. High frequency is useful only when paired with stability metrics. Speed metrics versus stability metrics AI platforms need both because small changes can create user-visible defects. Prompt changes are content, not deployments. A team excludes prompts from delivery metrics. Your line If a prompt change changes production behavior, it is a production change and belongs in change-health tracking. Do not hide behavior changes because they are not code. It focuses on user impact rather than artifact type. What is change failure…
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