19 AgentOps tools for monitoring AI activity, issues, and costs

As businesses increasingly deploy autonomous AI agents, a growing number of specialized monitoring tools are emerging to track system performance, operational costs, and potential errors. These platforms aim to provide the oversight necessary for developers to manage the complexity and unpredictable behavior of agents operating in live environments.