The 2025 AI landscape is crowded with “wrappers” — gateways, SDKs, orchestration layers, and thin UX shells on top of foundation models. Wrappers help teams ship faster, but speed without measurement is a liability. If your AI application touches customers or production systems, you need a rigorous evaluation and observability strategy. This...