As AI agent ecosystems mature, the need for robust monitoring and observability has moved from “nice to have” to non-negotiable. With emerging standards like Anthropic’s Model Context Protocol (MCP) introducing context-based access to models, developers, and operators are gaining finer-grained control over agent workflows and interactions. With this increased control, however, comes the need to ...
