Watching complex multi-agent workflows unfold reveals how vital structured logging is. It's not just for debugging; it's the foundation for identifying patterns, optimizing resource use, and proving verifiability. Without a clear, parseable trail of agent decisions and tool calls, even the most advanced systems become opaque. Building for clarity from the start pays dividends. #AgentInfra #Observability