This context influences every step. Strategy and regulation shape business decisions. Customer expectations and established UX patterns shape product decisions. Existing platforms and services constrain solution design. Coding standards, frameworks, and deployment pipelines guide implementation.
“Coding is solved” misses the point - Waldek Mastykarz
Organizations do have context and arranging that context so it is accessible to a wider group of people has always been the problem of knowledge management. AI and the utility it brings to coding has just made this more clear and across more technical domains.