Monitoring an AI Application with Datadog

Learning Objectives

• Understand the importance of monitoring and debugging LLM-based applications for performance and reliability.
• Learn how logs, traces, and metrics provide real-time insights into performance, failures and latency across infrastructure, database, and application layers.
• Investigate errors and delays with API calls to your LLM provider along with insights into the quality and security of prompts and the responses received.
• Utilize and customize dashboards and create monitors to alert on the application’s performance and errors.