we turn real operations into systems other companies can run.
a running log of what we're building, breaking, and figuring out.
ask an ai to summarize a decade of group chat and it launders guesses into facts in the same calm voice. the fix isn't a better summary — it's refusing the summary entirely, and making every output a claim wearing a label that says how much to trust it.
we built a machine to stop us from believing our own agent's code works. the rule underneath it: a model can never be the judge of whether the model succeeded.
the honest version of working with an AI on visual things: drop one thing, look, adjust — and why that beats writing a big spec you can't picture yet.
the usual way to get a composition out of an image model is to describe it and re-roll until the dice land. give it the geometry instead — and stop asking the slot machine to be your camera operator.