Debug AI Agent Tool Calls

We need help debugging a production AI agent that is making duplicate tool calls, passing invalid arguments, and overflowing context. The work includes identifying the root cause, improving call accuracy, and reducing unnecessary requests. You should be able to review the current setup, test the agent’s behavior, and implement fixes that improve reliability and efficiency. Experience troubleshooting AI workflows and optimizing agent performance is important for this project.