Build multi-agent site reliability engineering assistants with Amazon Bedrock AgentCore

This article explores how to build multi-agent Site Reliability Engineering (SRE) assistants using Amazon Bedrock AgentCore, demonstrating an intelligent approach to infrastructure incident response and management.

• Key features of the SRE agent include: • Natural language infrastructure querying • Multi-agent collaborative investigation • Real-time data synthesis across systems • Automated runbook execution • Personalized investigation experiences
• The solution uses five specialized agents: • Supervisor agent • Kubernetes infrastructure agent • Application logs agent • Performance metrics agent • Operational runbooks agent
• Core Amazon Bedrock AgentCore components enable: • Seamless API access through AgentCore Gateway • Personalized intelligence via AgentCore Memory • Serverless deployment with AgentCore Runtime • Comprehensive observability

The multi-agent system transforms incident response from a manual process into an efficient, collaborative investigation that provides rapid, contextual insights for SRE teams.