LLM latency benchmarking

Porting one Iceberg agent across three frameworks rewrites the invocation and auth code

A step-by-step build of the same Apache Iceberg data agent on Google ADK, AWS Strands and Microsoft Agent Framework measures what a cloud move costs in code, in latency and in storage wiring.