Agent loop or timeout
The workflow keeps retrying, stalls on a missing tool precondition, or times out without a terminal result the operator can trust.
Stop scaling before the workflow is reliable
Turn an unreliable AI automation into a repairable system.
Most agent workflows fail quietly: a tool retries forever, state leaks between runs, a webhook returns the wrong shape, or nobody can prove what happened. The diagnostic turns that into evidence and a repair plan.
No generic chatbot pitch. The diagnostic produces the failure map, ranked root causes, reliability review, and prioritized repair plan.