Inside the AI Black Box: Why Agent Observability is the Key to Production Reliability

Traditional logging fails to capture the complex chain of causal events that lead to AI agent failures, making debugging nearly impossible. Implementing session traces and production evals allows developers to transform unpredictable agent execution into a manageable engineering process, ensuring both reliability and cost-efficiency.