Beyond the Model: Engineering the Critical Systems Behind AI Agents

While foundation models command attention, production AI systems depend equally on the agent harness—the surrounding infrastructure managing instructions, tools, error handling, and approvals. A robust harness enables weaker models to perform reliably; a weak harness undermines even powerful models. This distinction reveals the shift from AI research to genuine production software engineering.