Observability Concepts (Metrics, Logs, Traces) for LLM Systems for LLMOps Engineers

Master the art of monitoring and troubleshooting LLM systems by deeply understanding and applying metrics, logs, and traces to optimize performance, control costs, and ensure the reliability of your LLM deployments.

Foundations of Observability for LLM Systems

Unit 1: Observability Fundamentals

Unit 2: LLM Observability Challenges & Metrics

Unit 3: Effective LLM Logging

Advanced Observability Strategies and Tooling for LLMOps

Unit 1: Distributed Tracing for LLM Systems

Unit 2: Observability Tooling for LLMOps

Unit 3: Building a Comprehensive LLMOps Strategy