Google's Managed Agents API collapses agent deployment into one API call, handing Google control of the execution layer — a tradeoff enterprises must weigh.
AWS introduced a managed harness in Amazon Bedrock AgentCore that deploys autonomous AI agents in three API calls, alongside a new CLI, persistent filesystem and skills.