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Operational visibility is essential for running AI agents in production. It turns opaque LLM behavior into measurable, improvable workflows. In this session, we’ll walk through building a Strands-based agent, deploying it on Amazon Bedrock AgentCore, and processing telemetry with Datadog LLM Observability. You’ll see end-to-end traces across prompts, tool calls, and multi-agent interactions; improve response quality; tune performance and cost; and apply security and privacy guardrails. Leave with best practices and a runnable reference for production. This presentation is brought to you by Datadog, an AWS Partner. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4 ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster. #AWSreInvent #AWSreInvent2025 #AWS