What is brownfield development?
Working on an existing codebase rather than starting fresh. The distinguishing constraint is that the system already works, so the risk lives in unintended change rather than in failing to produce something.
From Using AI on an existing codebase without breaking it, published 9 August 2026. That article is where the reasoning behind this answer is set out, including what it does not cover.