A trace is essentially a series of steps that your application takes to go from input to output.Traces contain individual steps calledruns. These can be individual calls from a model, retriever,tool, or sub-chains.Tracing gives you observability inside your chains and agents, and is vital in diagnosing issues.

For a deeper dive, check outthis LangSmith conceptual guide.