
The Flowchart
If Opus 4.7 needs instructions that explicit, it needs its own programming language. Because it's no longer interested in inferring what we have to say.
Focus
Thoughts on AI automation, business culture, and the patterns most people miss. No hype, no fear. Just honest observations from someone building at the intersection.

If Opus 4.7 needs instructions that explicit, it needs its own programming language. Because it's no longer interested in inferring what we have to say.

Cloud AI fails. Power grids fail. Your client's deadline doesn't care about either one. So I built Krull AI, a complete offline solution.

Your developer is deciding how much to tell you about AI risk. That's not dishonest. It's rational. But the questions you're not asking are the ones that matter most.

The 2026 Farm Bill pays farmers 90 cents on the dollar to adopt AI they didn't ask for, to replace workers they didn't choose to lose. The conservation budget got cut to fund it.
Observations on culture, behavior, and the patterns that shape how we actually work.

Radiometric dating keeps revising. The oral traditions it displaced never had to.

Step into a world where ancient wisdom meets modern life, as we unravel the mystery of tamanawas and its profound impact on a community.
Why Anthropology?
AI reshapes what we do. Anthropology reveals why we do it. Understanding the human patterns beneath the technology is how we build systems that actually serve people.
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