September 2026
Your Agent Fetches the Same Row Ten Times a Session
A long-running agent calls the same read tool over and over inside a single session, paying full latency and quota for answers it already had a few turns ago.Your Agent Is Idle Most of the Time It's Working
A tool-using agent spends a surprising share of its wall clock doing nothing, just waiting for a network round trip while the model has already stalled.