Retry and idempotency for LLM workloads

EventBridge Pipes as agent glue: the retries move to config, the three-step Lambda stays

A dev.to walkthrough swaps the invoke call between planner and tool for a declarative pipe. The single Lambda doing plan, act and observe survives, and so does the bill for waiting on the model.