Search "ChatGPT PCB design" and you find two camps. One says it can do everything. The other says it is useless. Both are wrong, and the useful answer sits in a specific place: the netlist. ChatGPT cannot design a manufacturable PCB on its own.
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Most people who track their training in a notes app lose the one thing that matters: set-by-set context. The note does not remember what you lifted last week, and generic gym trackers bury the screen in charts without ever telling you what to do next. The brief for Body Forge was a coach in your pocket: clean tracking during the set, real analysis after it, and programmes that adapt as you progress. Here is how the native iOS app is put together. The workout screen is built for one hand and a sweaty thumb.
An immigration lawyer in Warsaw was spending hours a day on the same questions. Which documents do I need for a karta pobytu? How long does it take? Her site was a brochure: it brought no leads from Google, and every first message was answered by hand. We rebuilt the site and put a consultant inside it that answers from the firm's own material.
Change the World. Keep the Moment. Sanity Challenge Path Two Submission DaC Sep 29 #sanitychallenge #devchallenge #sanity #ai 13 reactions comment 6 min read
FastAPI Request/Response Logging for AI Feature Attribution: Tracking Which Claude Call Cost Which Tenant When your SaaS starts charging tenants for AI features, you enter a new debugging hell. A customer emails: "Why did my bill jump $340 last Tuesday?" You grep your logs. You find 50 Claude API calls that day. But which endpoint triggered them? Which user?
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