LLM Observability with OpenTelemetry - Ultimate Guide
Description:
Complete guide to implementing observability for LLM applications using OpenTelemetry. Learn what observability actually means, understand traces, spans, metrics, and logs, then see real implementations.
What you'll learn:
Observability fundamentals: traces, spans, metrics, logs
How OpenTelemetry works (collectors, context, instrumentation)
Manual LLM instrumentation with OpenTelemetry SDK (live coding example)
Auto-instrumentation using Agenta for LLM observability backend
Real-world implementation patterns for production LLM apps
Perfect for developers building LLM applications who need proper monitoring, debugging, and performance tracking. Covers both theory and hands-on implementation.