AgentOps is a robust Python SDK designed to streamline the process of AI agent monitoring and management. It provides comprehensive tools for tracking costs associated with large language models (LLMs), enabling users to maintain budget efficiency while leveraging advanced AI capabilities. The app excels in performance benchmarking, allowing developers and businesses to evaluate and optimize their AI deployments effectively. Integration is seamless with a variety of popular LLMs and agent frameworks, including CrewAI, Langchain, Autogen, AG2, and CamelAI, making it a versatile choice for diverse AI projects. With its user-friendly interface and powerful analytical features, AgentOps empowers users to harness the full potential of AI solutions while maintaining transparency and control over operational expenses. Ideal for developers and organizations seeking to enhance their AI workflows, AgentOps serves as a critical tool for both monitoring performance and managing costs efficiently.