AgentOps: Observability, Cost, and Rollback for Living Agents

Once agents leave the demo they are production software. AgentOps is the discipline: version prompts and tools, trace each run, alert on cost spikes, and roll back fast.

Turn on cost and tracing for your top agent this week and set a hard daily spend cap with auto-pause. Without a cap, a bad loop can burn the monthly budget overnight.

Keep logs for audit, not only for engineering debug; the manager question is “why did this action happen?”

If you lack observability, do not scale — sight first, speed second.

Manager action: Turn on cost+trace for your top agent this week. Set a hard daily spend cap with auto-pause.