AWS ML BlogWednesday · May 27, 2026FREE

AgentWatch: Proactive AWS monitoring with ambient agents

AgentWatch, detailed in an AWS ML Blog post, is a proactive monitoring solution that leverages ambient agents to automate infrastructure checks every 15 minutes. It aggregates CloudWatch metrics, logs, and alarms from multiple AWS accounts, providing summarized reports directly to Slack. The agents can also answer natural language queries about infrastructure state. The post demonstrates three human-in-the-loop patterns: approval gates for critical actions, exception handling for anomalies, and periodic review cycles. This ensures appropriate oversight while maximizing automation. The solution is designed for AWS environments and integrates with existing CloudWatch and Slack setups. No specific pricing or availability dates were mentioned in the excerpt, but it is likely available as a reference architecture or open-source project.