Production Reliability and Architecture Challenges

Multiple articles detail why agentic AI fails in production—non-deterministic tool chaining, context pollution, lack of observability, and retry-as-reliability. Best practices emphasize narrow scope, deterministic loops, state management, and workload-centric inference. NVIDIA NeMo Switchyard and Docker sandboxes offer new solutions.