AgentOps Toolkit is an open source framework and CLI for adding continuous evaluation and observability to enterprise AI agents. It standardizes evaluation patterns, automates assessments in CI/CD workflows, and generates structured signals that help teams monitor, control, and safely operate agentic systems at scale. - View it on GitHub