Beyond Code Review: Building Complete Observability for Your AI Agents

AI Agents' non-deterministic behavior makes traditional security auditing ineffective—you cannot predict all possible execution paths through code review alone. This article demonstrates how Alibaba Cloud SLS combined with OpenTelemetry creates a complete observability system that captures who invokes your agents, what they cost, and whether they've been compromised. Without this visibility, runtime protections cannot guarantee your agents truly remain under control.