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Notes from building
What AI actually does in a project, where it gets things wrong, and the decisions taken under the hood. No generic advice — all of it from our own work.
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Ten things AI will not notice in your codeEvery one of these bugs actually happened, in our own projects. Every one looks correct in the code and would pass a review by someone without experience. None of them is a syntax error.Read Latest 3 articles
Files read by AI: what breaks between the phone and the modelYou upload a recording, a scan or a PDF and you want a note out of it. It sounds like one API call. In practice this is where other people’s implementations break most often — and they break quietly.Read 
Travel time computed in the browser — 460 calibration routes instead of a routing APIA language model will suggest calling an external router on every slider move. It works in a demo and stops working at a hundred users. Here is how to compute it locally with a median error of 13.6 percent.Read