DevOps & Infrastructure
Multi-Agent Debugging & Distributed Tracing with LangSmith & Langfuse
Inspect every sub-agent decision, tool execution latency, and token consumption with waterfall call trees and observability platforms.
3 min
Waterfall Run Trees for Complex Graphs
LangSmith traces provide full visibility into multi-agent runs, highlighting failed tool invocations, retries, and token cost breakdown per node.