The Two Places Generative AI Shows Up When You Ship a Custom AI Application
Most write-ups about "AI development" quietly conflate two very different activities. One is building software that uses generative AI as a core capability: copilots, retrieval systems, autonomous agents. The other is using generative AI to build software: code generation, test synthesis, legacy mod











