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AI-APP-DEPLOYMENT5 MIN READ

Calculate A DORA Baseline For An AI App

Create a first useful DORA-style baseline for an AI app release stream.

The team needs a first delivery baseline for a support AI app with code, prompt, model-route, index, and guardrail changes mixed together. DORA baseline: define the unit of change, count flow, count harm, and use the result to pick one system improvement. The common trap is counting only code deploys. AI behavior can change through prompts, model routes, indexes, and policies even when the app image stays the same. Define deployment Count any production change that can alter user-visible AI behavior: code, prompt bundle, model route, index promotion, guardrail profile. The definition matters because AI behavior is assembled from multiple…

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