Generative AI in Custom Apps: Product vs. Development Tool

Building custom AI applications involves two distinct uses of generative AI: as a core product feature and as a development tool. The article highlights that retrieval quality, minimal control structures, and code-based guardrails are critical for production reliability. It warns against conflating these tracks, as they require different skills and risk profiles.