As someone who's wrestled with GPU provisioning and model optimization, the shift to Bedrock's managed service feels revolutionary. Your guide perfectly highlights the practical win: we can now focus entirely on prompt engineering and application logic. This really is lowering the barrier from "ML expert" to "builder."