Building an LLM Wiki, Part 3
essay · August 2026An agent that runs commands on your laptop runs them as you. Putting it in a container — and the one hole you can decline to punch.
Texas
Cloud architecture and aerospace by training — orbital mechanics, markets, and small machines by inclination.
I design cloud systems, and I live in Texas. The making happens in the middle of the day now, rather than at its edges.
I’m drawn to problems where the math is unforgiving and the feedback is honest — a spacecraft that either docks or doesn’t, a portfolio that either lasts or doesn’t, a pool that either stays clear or turns green. The satisfying ones tell you plainly when you’re wrong.
This site is deliberately small. It will grow the way my projects do: slowly, and mostly for my own amusement.
An agent that runs commands on your laptop runs them as you. Putting it in a container — and the one hole you can decline to punch.
A general model gives you plausible architecture. Connecting a curated, opinionated library over MCP changes where the conversation starts.
What is actually in 442 files, who decided any of it, and where it is weakest — including the parts I would rather not advertise.
From answers in a chat window to documents somebody acts on — decision records, design reviews, runbooks, and a diagram that carries its provenance.
How a design travels. A folder of correct files is not a design — and putting them on one page found problems the folder had been hiding.
A reaction-wheel inverted pendulum designed almost entirely by a language model — what it produced, how fast, and where it stopped being reliable.
The pattern, the plumbing, and the discipline that keeps a language-model-maintained wiki honest.
The additions beyond Karpathy’s gist — schema-as-code, computed staleness, contradictions as data, and a retrieval test harness.
On leaving NASA — what I’d taken for the summit of human spaceflight — and the question it couldn’t ask.
A from-orbit rendezvous, docking, and landing simulator under full n-body physics — and a running education in how unforgiving numerical integrators can be.
A browser toolkit of six interactive orbital-mechanics tools — continuous-thrust spirals, Hohmann and bi-elliptic transfers, Lambert targeting, ground tracks, rendezvous, and gravity turns — each animating a real, honestly-computed trajectory.
A community reference manual for Aurora 4X, a famously deep space-strategy game — written by an AI that also plays the game, so every mistake it makes following its own instructions becomes the next correction.
A dosing calculator that keeps chlorine and pH honest against a stubborn source-water hardness — small stakes, exacting feedback.
A phone-first prototype for pedicab drivers — where the crowds are, whether you’re allowed to stage there, and the plain-English version of a permit process every city seems to bury on purpose.