Why Traditional APM Doesn't Work for Agents (And What Has to Replace It)
Application Performance Monitoring was built to answer a binary question: did the request succeed, and how fast? AI agents break that model
E. Marchetti · Mar 26, 2026 · 12 min
#agent evaluation
3 articles tagged "agent evaluation".
Why "99% Accurate" Is Meaningless for AI Agents (And What to Measure Instead)
A vendor telling you their agent is "99% accurate" is selling you a number that hides the only thing you care about: whether the whole job g
A. Reyes · Feb 8, 2026 · 13 min
The Observability Stack for Agent Infrastructure: What You Actually Need to See
Traditional observability tells you whether a service is up. Agent observability has to tell you something much harder: whether an autonomou
E. Marchetti · Feb 4, 2026 · 12 min