Great piece, Ahmer. It’s highly ironic that as we move toward highly autonomous AI agents, the solution isn't fancier prompt engineering ,it’s just going back to the basics of solid, clean code. The point about code consistency across files is huge; humans can context-switch between an API fetch and a Supabase query easily, but it completely breaks an AI's mental model of the codebase.