Practical architectural patterns for companies moving AI from prototype to production — routing, evaluation, and graceful degradation.

Why the best engineering teams optimize for system-level outcomes rather than feature-level outputs, and how to make the shift.

How applying JTBD theory to technical decisions transforms architecture from an exercise in technology selection to an exercise in outcome delivery.