r/AI_Agents: Three Surprises From 60 Days Running a Live Agent Through a Governed Runtime — Budget Gates, Semantic Classification, Execution Controls

A developer team on r/AI_Agents published findings from 60 days of continuous live market-analysis operation routing all agent tool calls through a governed runtime — a gateway layer enforcing budget limits, semantic classification, and execution controls before anything reaches external systems. The self-post documents three production behaviors the team did not anticipate at design time, with community discussion calling it one of the more detailed first-person accounts of governed-agent operations at extended runtime. The post arrives as the community increasingly distinguishes between demo-grade agents and policy-governed production deployments.