For agent teams
One timeline for the whole agent
An agent run is twenty model calls, nine tool invocations and two retries. Reading that in your application logs is not a debugging strategy. Cloudmind renders it as one tree you can collapse.
Built for runs, not single calls
Nested spans
Tool calls, sub-agents and retries nest the way they actually ran, so the shape of the run is visible at a glance.
Cost per run, not per call
An agent that answers one question for $4 is a business problem. Rolled-up cost makes it a visible one.
Failure attribution
When a run fails, the span that failed is highlighted — including a tool that returned something the model could not use.
Loop detection
Alerts on runs that exceed a step budget, which is how a runaway loop is caught in minutes rather than at the end of the month.