AWS announced enhanced CloudWatch features focused on observability for AI agents, giving teams real-time visibility into how agents make decisions and interact with underlying services.
The updates surface complete execution paths, making it easier to trace failures, understand dependencies, and identify where workflows break. This reduces guesswork during incident investigations and helps enterprises enforce governance and safety on AI-driven workloads.
By making agent behavior transparent instead of opaque, the new CloudWatch capabilities directly address one of the biggest blockers to production adoption of agentic AI: the inability to confidently see, explain, and audit what the system is doing.
