5 silent failure modes in production AI agents (and how we instrument for them)

AI agents fail differently than apps. The failure rarely lives in the work itself. It lives in the seams: the delivery step, the tool call, the inbound routing decision, the bootstrap that ate the budget. None of those surface as exceptions, so APM dashboards say "green" while the user sees nothing.