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#client handoff

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The AI App Handoff Checklist: What to Deliver So the Client Can Run It (2026)

A launch handoff for a client's AI app is two layers, not one: the classic software layer (code, environments, credentials, tests) plus the AI layer (provider account and keys, prompt library, evaluation set and baseline, cost monitoring, model version and deprecation plan) and a one-page runbook.

August 12, 202611 min read67

Production Readiness

AI App Builder Observability in 2026: What You Get Out of the Box, and What You Bolt On Before Client Handoff

No AI app builder ships production observability you can hand to a client as is. Here is the rubric to score any builder, the honest out-of-the-box baseline, and the handoff checklist that keeps you off the hook after go-live.

July 1, 20269 min read102