Agent Tracing for Debugging Multi-Agent AI Systems
TL;DR
Multi-agent systems introduce debugging complexity due to emergent behavior, cascading failures, and non-deterministic tool calls. Agent tracing solves this by capturing every decision, message, and state transition across all agents in a workflow. Platforms like Maxim AI provide distributed tracing, visual replay, automated evaluation, and in-
