Artificial Intelligence Evaluating AI agents: Real-world lessons from building agentic systems at Amazon – Amazon Web Services (AWS) Google Inc. February 18, 2026 February 18, 2026 Evaluating AI agents: Real-world lessons from building agentic systems at Amazon Amazon Web Services (AWS)