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This has been the case for a while. Attempting to code API connections via Vibe-Coding will leave you pulling your hair out if you don't take the time to scrape all relevant documentation and include said documentation in the prompt. This is the case whether it's major APIs like Shopify, or more niche ones like warehousing software (Cin7 or something similar).

The context pipeline is a major problem in other fields as well, not just programming. In healthcare, the next billion-dollar startup will likely be the one that cracks the personal health pipeline, enabling people to chat with GPT-6 PRO while seamlessly bringing their entire lifetime of health context into every conversation.



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