Field → Spec: on site with operators/customers; translate what they say into what they need.

Spec → Agents: decompose into staged work orders; run parallel agent lanes; I hold the context.

Agents → Evidence: nothing ships on the agents’ word — tests, runtime, and users decide.

• KWikSync — ServiceNow Store-certified and deployed in a large enterprise, managing a growing estate of 90,000+ IT and commercial assets, from infrastructure to edge devices.
• Stitch
• Q2Q middleware
• R.E.P.O. — Vision extraction + human review.

I build where real operations meet software: field service, warehouses, accounting, documents, integrations, and the people moving between them.

See the operation. Follow the work. Inspect the evidence. Connected views for locations, projects, assets, surveys, and synchronization in ServiceNow. Move from the company-wide picture to the details a field team needs—and the evidence a reviewer can inspect. Portfolio screenshots use test data. Click any image for a closer look.

See the operation · company footprint and project progress

01 · See the footprint Locations and assets in geographic context, with the operational totals alongside them.

02 · Follow the work Project progress, completed tickets, and pending work in one view.

Stitch A ServiceNow app, built for the ServiceNow Store, for building field surveys, capturing evidence on a phone, and routing it for review. Shown with demo data.

cuREOsity Labs My REO Town technology workshop. Its site doubles as a working example: describe a headache and the workbench turns it into a work order.

Python · JavaScript · ServiceNow · Quickbase · REST APIs · Docker

Meet the person behind the systems → Archaeology, fieldwork, operations, and AI-assisted software: explore the career connecting them.

"…instead of calling it work, realise it is play." — Alan Watts

Everything above is work in production. Everything below is how I keep up. When a new frontier model arrives, I give it a small, low-stakes world to build and watch what it can actually carry: a simulation, a 3D interface, a brain made of a few wires. These are toys, but the habit behind them is the same one I bring to business systems: learn exactly where the technology stands before trusting it with a warehouse, a field team, or a small business's books.

Move a control, disturb a system, and see what answers back.

Chasing the Flush — a 3D mushroom-foraging game set in a Michigan spring woodland. Sonnet 5.5 handled the coding, testing, and deployment with Opus 5.5 orchestrating; my part was repo/Space setup and a UI walkthrough. Spring is playable; more seasons and species are planned. Explore or customize the source →

Attention Is All You Need · Source A Playable Paper. The 2017 Transformer paper as a working model, written and built by Claude Fable 5.2: a 7,136-number Transformer translates in your browser while you watch its attention and remove its parts.	The Chemical Basis of Morphogenesis · The shelf A Playable Paper. Turing’s 1952 dish of two chemicals, also by Fable 5.2: it grows spots, stripes, and nets on its own until you take away the difference in how fast they spread.
8.5 Ball × 2 · ChatGPT’s A Magic 8 Ball for the age of AI, built by ChatGPT, then rebuilt by Claude Opus 5.5 as a 3D oracle that shows its reasoning and admits it can’t see the future.	Rubik’s Cube × 3 · GPT-5.6 Sol’s One puzzle, three generations. In Opus 5.5’s, the layers really turn and the solver finishes from any position instead of rewinding your moves.
Intelligence Explosion Is discovery accelerating? A sourced, living atlas of AI-assisted breakthroughs, with what the AI did and where the evidence stops.	Gold Digger Re-price stocks, funds, and crypto in gold, eggs, gasoline, or houses to see what an investment is really doing.
Pixel Pet × 2 · The original Hatch a one-of-a-kind creature and raise it in a room on your real clock; how you care for it decides what it grows into.	Crucible Dynamic Wind a little island world, set its weather, scarcity, and danger, then let go and watch who the stranger on the shore becomes over seven days.
Wind-Up Minds · Vehicles · Worm · Network Three small brains you can poke: two-wire carts that flee, charge, or fall in love with light; a worm run by 21 real C. elegans neurons; and a from-scratch Python network learning live in your browser.

Streamlit worlds: Gold Digger · Crucible Dynamic · Tiny Gods · The Turning · AI Think Tank · Synapse · Office Hours.

Community work: Project reoWren explores community-owned reporting and radio-mesh communication. Follow its proof-of-concept development on Patreon.

The early browser games are still here. Their code was entirely generated by the frontier models available when I made them; I supplied prompts, guidance, and testing. I was the crash test dummy. They preserve what those models could make, the questions I was asking, and the revisions that followed.

_{The diagram follows a scored feedback cycle. Click it to introduce dissent, fail a test, and decide when the work is ready.}

The conversation is often the first draft. An observation becomes a question; the question becomes a sketch; the sketch becomes something we can test.

I work with Claude, Codex, Gemini, NotebookLM, Grok, and tools for images, music, research, and implementation. Roles change with the task. A useful collaborator can propose, build, question, or reveal something the others missed.

The responsibilities stay distinct:

• Human direction: purpose, boundaries, taste, and acceptance.
• Generation and criticism: make a proposal, expose assumptions, preserve disagreement.
• Verification: compare the claim with tests, runtime behavior, and user experience.
• Revision: let what happened change what happens next.

Confidence is not evidence. Passing a test does not transfer responsibility to the test. An accepted result can still be reopened when new evidence arrives.

Software is not the only product here. Understanding is.

I am learning the formal language of cybernetics through patterns I first met in practice: feedback, distributed judgment, delayed consequences, and systems that can correct their own mistakes. This is a developing practice, with a notebook to match.

Philosophy · Workflow · Timeline

New field notes · September 30, 2026: Repo Excavations II — When the Map Has to Answer to the Territory follows aging evidence, shared meanings, and Ghost’s archived layers. I Was the Crash Test Dummy records what the model-generated games were exploring.

Can a system preserve a useful minority report? Can an interface teach an idea before naming it? Can environmental sensing help a neighborhood notice its own feedback?

The Journal Room holds the observations, contradictions, and field reports behind the artifacts. Entries can remain a paragraph, become software, or change my mind and stop there.