about
What machine, explained covers, who writes it, and the editorial rules it follows.
machine, explained is one engineer's working notes on shipping AI features. The subject is the work itself: agents, retrieval, evaluations, cost, latency and the architecture around a model.
what to expect
Writeups are short, specific and grounded in primary sources. When a piece names a price, a context limit or a benchmark, it links to the page that says so. When a pattern is recommended, the failure mode it prevents comes first.
what not to expect
No model release hot takes, no AGI timelines, no roundups of tools nobody here has run. The site exists to change how you build something this month, not to keep you scrolling.
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