HOW TO MAKE AI WRITE LESS LIKE AI

Summary from the TLDR Founders newsletter

A copywriter outsourced 100 blog posts to look like an agency, got paid in full, and then a week later, the client demanded every dollar back. The posts were grammatically perfect but strategically worthless. That failure taught him what most founders miss about AI - prompts don't matter if you're feeding it nothing. The fix is context engineering. Before writing anything, gather customer interviews, support tickets, and competitor messaging. Distill those into strategy documents like positioning canvases and messaging frameworks. Only after loading those as context do you start prompting. This works beyond copywriting - a founder prepping for a board meeting shouldn't ask AI for a deck but should first load market research and competitive analysis, then let AI build the narrative.