‘관찰가능성 표준’ 지금 안 세우면, AI 기술 부채가 몰려온다

As AI agents transition from experimental pilots to production environments, establishing standardized observability practices has become critical for DevOps teams to manage operational risks and regulatory compliance. Companies must implement comprehensive governance frameworks and monitoring standards that track agent inputs, decisions, and actions while supporting both human-in-the-loop and autonomous operations. Without proper observability infrastructure built from the ground up, enterprises will accumulate technical debt and face significant challenges in managing complex multi-agent systems at scale.