aws-samples/sample-ambient-agents-o...

AgentWatch is an ambient AWS resource monitoring agent designed for organizations that want proactive infrastructure monitoring without constant manual oversight. It runs autonomously on AgentCore Runtime, monitoring CloudWatch alarms, dashboards, and logs every 15 minutes, then reports findings to Slack channels. The system combines scheduled monitoring with on-demand question-answering through Slack slash commands, using human-in-the-loop patterns (notify, question, review) to maintain appropriate control while reducing operational burden. Built as a LangChain agent with AWS Bedrock integration, it's ideal for DevOps teams and SREs who need continuous AWS infrastructure visibility with the flexibility to investigate issues interactively when needed.