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Multi-agent system cuts debug time by 93% in Cisco pilot

Multi-agent system cuts debug time by 93% in Cisco pilotLangChain Blog

In a pilot of 20+ debugging workflows, coordinated multi-agent execution reduced time-to-root-cause by 93%, saving over 200 engineering hours across 512 sessions in one month. The system, built on LangGraph, orchestrates agents with defined roles, shared memory, and a common observability layer.

Jun 15, 4:34 PM
Multi-agent system cuts debug time by 93% in Cisco pilot — AIBriefs