Simulations before slogans.
Each public build should do something visible, measurable, and hard to fake: stabilize a grid, intercept debris, contain heat, or explain its own failure.
Agentic AI lab
Chopshopr
A public workshop for impossible-feeling agent systems: live simulations, skill scripts, computer-use experiments, and deploy receipts in one operating loop.
Now building
Agent workbench, product memory, deploy loops
Field notes
Where serious product work meets controlled chaos.
Skills are the product surface.
Workflows live as compact skills with scripts, references, and verification hooks so each run makes the next agent sharper.
Everything earns a receipt.
The point is not spectacle. It is the loop: claim, simulate, chart, verify, deploy, remember, and make the next run sharper.
Live labs
Physics-first demos that make agents inspectable.
The roadmap starts with simulations where every agent action leaves telemetry: failures, recoveries, tradeoffs, and replayable traces.
Blackout Arena
Microgrid fault injection, line stress, storage dispatch, and agent recovery logs.
Orbital Debris Net
Collision physics, interceptor planning, fuel budgets, and timeline replay.
Plasma Ring
Thermal fronts, valve agents, containment scores, and animated diagnostics.
Skills corpus
An AI-native shop floor for shipping better.
Chopshopr packages repeatable craft as skills: small instructions, one-file scripts, reference notes, and hard checks that turn demos into reusable machinery.
01
Scout
Parallel agents inventory code, infra, logs, and market facts.
02
Forge
Codex keeps the write path tight: smallest safe change, real tests, no theater.
03
Ship
AWS, Git, domains, and verification become part of the creative loop.
Launch line
Make the frontier visible.
Start with a clean public surface. Then let every shipped experiment make the website, the scripts, and the operating system more capable.
Contact the shop