An AI Feature Is Not an AI System
A production AI assistant is not defined by the model it calls, but by the controls, context, validation and recovery mechanisms surrounding that model.
Engineering reliable AI applications across agents, retrieval, memory, evaluation, orchestration, and production model integration.
1 published article
A production AI assistant is not defined by the model it calls, but by the controls, context, validation and recovery mechanisms surrounding that model.