Ensuring Reliable AI Agents: Test Your Tool APIs Before Production Failures Strike

AI agents are only as reliable as the APIs they call. This guide demonstrates how to design tools as proper API operations, implement comprehensive testing including error scenarios, and validate agent behavior before production. Proper API testing prevents agents from making confident but incorrect decisions based on malformed responses or failed requests.