Archive
27 posts published this month.
1likeMost people who order takeaway on a Tuesday own food and know how to cook. What defeats them is the decision. Here is a system that removes it.
RAG is the standard way to make a general-purpose model answer questions about your own documents. Here is how the pieces fit together, and the retrieval problems that decide whether it works.
Bread is flour, water, salt and yeast — and the difference between disappointing and excellent is mostly time, temperature and hydration. Here is what actually matters.
Analysts spend most of their time cleaning data and almost none of their training learning how. This is a practical, ordered method for turning a messy dataset into one you can trust.
The gap between mediocre and excellent home coffee is mostly beans, a grinder and a ratio you actually measure. None of it requires an expensive machine.
1likeAPIs are explained with restaurant metaphors far too often and with useful detail far too rarely. Here is what an API really is, how a request works, and what makes one good.
Sunken middles, dry crumbs, domed tops and greasy edges each have a specific cause. Here is how to read what your cake is telling you and fix it next time.
Most people who fail at running fail for the same reason: they run too fast to sustain it, conclude they are not built for it, and stop. Here is the version that works.
1likeReadable code is not a style preference — it is the difference between a change taking ten minutes and taking a day. Here are the habits that make the biggest difference.
