llama_index.agent.steps.count

Multi-agent LlamaIndex systems lack visibility into agent handoffs, tool execution timing, and workflow failures without proper instrumentation, leading to slow debugging and degraded production reliability.

Abnormal spike in LLM request rate indicates potential abuse, runaway agent loops, or unexpected traffic patterns that can exhaust rate limits and inflate costs.