Beyond Traditional Logs: Mastering AI Agent Debugging in Production

As AI agents move into production, standard logging fails to capture the complex, non-deterministic reasoning steps of autonomous systems. This transition requires a shift toward agent-native observability tools and microservice-inspired architectures to ensure reliability and rapid troubleshooting in real-world environments.