AI Accelerates Development, But Governance Determines Whether It Reaches Production Over the last two or three years, I’ve watched AI-assisted development move through distinct phases. First, general-purpose chat assistants like ChatGPT as a thinking partner. Then AI completions embedded in the IDE.