#observability

The While Loop Is the Easy Part: Engineering Agents for Production

Every LLM agent converges on the same structure: call the model, execute tools, repeat. That loop is not where the engineering lives. The hard parts are termination conditions, context budget management, error classification, tool safety rails, and observability infrastructure — and most agents that fail in production fail there, not in the model.