Honeycomb is announcing early access to AI Ecosystem: an AI agent fleet-level analysis layer built on Honeycomb’s context-rich data model. It covers AI Agent Fleet Performance, LLM Cost Tracking, and Agent Conversations, with one-click drilldown from any fleet-level signal into the exact conversation on Agent Timeline that explains it.