AI agent reliability requires a new model of observability

AI agents' autonomy brings efficiency but also a fundamental reliability challenge, necessitating a new observability framework. Organizations must redesign monitoring to capture agent decision-making, data flows, and system interactions, ensuring trustworthy operation across enterprise environments.