You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

In some ways, Amazon has lagged its big tech peers in AI. It doesn't have a leading large language model, and it seems to have gotten off to a late start in generative AI. However, Amazon does have a ...