AI Agent Observability vs. Traditional APM: What Actually Changes
By Tom Morgan · Updated November 6, 2026 · Desk research plus one simulation I ran and published below · No sponsorship I made a scripted agent slightly worse on purpose. Its error rate stayed flat, its latency dropped by about a third, and its token bill shrank. Every classic dashboard got better or stayed … Read more