Workshop Overview
Join us for an intensive, hands-on workshop where you'll gain advanced practical experience with AI-powered operations (AIOps) using AWS observability services. This session is designed for experienced Operations teams, Site Reliability Engineers (SREs), DevOps engineers, platform engineers, and solutions architects who want to master intelligent automation and machine learning-driven operational insights on AWS.
What You'll Learn
- CloudWatch Investigations: Master CloudWatch Investigations to automatically correlate metrics, logs, and traces for faster root cause analysis and incident resolution
- Troubleshooting with CloudWatch Investigations: Learn advanced troubleshooting techniques using AI-driven insights to identify anomalies, dependencies, and failure patterns across distributed systems
- MCP Servers Configuration: Set up and configure Model Context Protocol (MCP) servers to enable AI agents to interact with your observability data and infrastructure
- SLO Alarm Investigation: Investigate Service Level Objective (SLO) breaches using AI-powered analysis to understand impact, identify contributing factors, and recommend remediation actions
- DynamoDB Throttling Investigation: Deep dive into DynamoDB throttling scenarios using CloudWatch Investigations to analyze capacity patterns, identify hot partitions, and optimize throughput
Hands-On Labs
Through pre-built workloads and guided exercises, you'll:
- Deploy and configure CloudWatch Investigations for multi-tier applications with complex dependencies
- Use CloudWatch Investigations to troubleshoot real-world production scenarios including latency spikes, error rate increases, and resource exhaustion
- Generate automated incident reports with AI-synthesized root cause analysis and remediation recommendations
- Configure MCP server environments to enable AI agents to query observability data and execute operational tasks
- Investigate SLO alarm breaches using AI-driven correlation of metrics, logs, and distributed traces
- Analyze and resolve DynamoDB throttling issues using CloudWatch Investigations to identify capacity bottlenecks and optimization opportunities
Who Should Attend
This workshop is ideal for technical professionals with solid AWS experience and existing observability knowledge who want to build production-ready, AI-powered operational solutions. Participants should be comfortable with AWS services, basic scripting, monitoring concepts, and have interest in applying machine learning to operations.