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3 posts
7 min readThere was a confident note in my toolbox. Dated, specific, cited error codes. I wrote it. It was wrong, and I only found out because I tried to show off about it. What eighty cents of apples taught me about believing myself.
3 min readWe scored 8,428 AI conversations at work. Not the AI, the humans. Half of our most "agentic" users turned out to be a next button. Science has a name for it, twenty years of receipts, and one fix that everybody hates.
13 min readThree models rewrote the same transcript chunk in parallel and a 99-line judge merged them, anchored to the original. Seven weeks of audited production later I fired the jury for one reasoning model, and parked the machinery one HTTP call from revenge.