Phani Kumar Lingamallu

The AWS FDE Delivery Kit replaces linear agent pipelines with delivery loops: each program's output enriches shared state and feeds the next. Live-coding: from plain-English intention to production CDK infrastructure, Bedrock agents with guardrails, and AgentCore via re-resolve cycles.

Diagnosing performance degradation across distributed applications requires more than isolated database or application metrics. It demands correlated, end-to-end telemetry.

In this live demo, we take an uninstrumented service from zero observability to correlated metrics, logs, and traces in minutes using Open Telemetry and Amazon CloudWatch.

In today's growing AWS environments, organizations need to maintain clear visibility and control over their cloud resources. This session demonstrates how to gain deeper visibility into your AWS environments by combining AWS CloudTrail Lake event enrichment with strategic resource tagging.

As your workloads and infrastructure grow, monitoring thousands of metrics, millions of logs, and numerous errors can become overwhelming—even for dedicated experts. Artificial intelligence (Al) and machine learning (ML) can help you simplify cloud operations at scale.

The foundation to incident management is setting up the right alarms to ensure smoother remediation. AWS observability services—including Amazon CloudWatch and AWS managed open source observability services—offer alarms from static and composite to anomaly detection and metrics insights.