In “ Don’t Automate Your Moat ,” I argue that engineering organizations should match AI autonomy to two independent dimensions: business risk and competitive differentiation. I used AI Gateway cost controls as a worked example throughout the piece because a single feature touches all four quadrants depending on which piece you’re building. A piece making that argument should probably be written that way. Otherwise the framework is just rhetoric. So here is what actually happened: The same quadrants, applied to the writing of the post, then the two practices that cut across all of them. Full Automation: The citation mechanics My post has eighteen footnotes, all of them needing consistent structure, working URLs, and clean formatting. This is the work the bottom-left quadrant exists for. If a URL is wrong, I fix it in the next pass and nobody outside the editing loop notices. AI handled the mechanical assembly. I spot-checked.…