Developer's AI agents built, critiqued and rebuilt a property-data site 9 times overnight

jamesbrooksco · x · 2026-10-14

Responding to a property guru's theory that GAIL's bakeries lift nearby home prices, jamesbrooksco sent his AI agents one message at 23:35; by 2:48 AM they had built, critiqued and rebuilt a full website 9 times. The site maps all 205 GAIL's locations against 10,531 Land Registry sales: Buxton prices up 17% since opening, 8 areas up 10%+. His key lesson: the trick isn't the AI, it's making agents check their own work — full method in the thread.

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