Beyond Task Logs: Why AI Agents Need Decision-Level Observability

Most AI agent monitoring captures task completion but misses the decisions agents make—costing you money in the process. This article reveals how decision-level logging uncovered circular delegation loops, failed tool calls, and other invisible inefficiencies, making the case that understanding agent decision-making is essential for optimization and cost control.