Chuck Gamburd · Independent researcher & builder

Brainn.dev

Curiosity, built
into something useful.

AI tools, working software, and field research.
A connected body of work, from idea to evidence.

Explore the work Meet the builder

A pixel-drawn terrarium created with TurtlePen, Chuck's open-source geometry and drawing engine. — Drawn with code. Checked with geometry.Meet TurtlePen

AI & developer tools / Applied systems / Creative experiments

A look inside

01 / Selected work

Ideas with a working life.

All 33 projects

01 / AI & developer toolsHosted drawing engine · spatial authoring

TurtlePen

A drawing language that gives AI a ruler, a canvas, and a way to check its work.

02 / AI & developer toolsLocal release candidate

Neuron

A local AI coding workbench that keeps projects, people, agents, and evidence together.

03 / Applied systemsActive local development

BrainnStation

A research workstation connecting market discovery, analysis, and the trading journal.

04 / AI & developer toolsOpen source · active

SCANGATE

A staged intake system for examining outside artifacts before agents can read them.

02 / Research & working questions

The thinking behind the build.

47 research topics.
Six connected fields of inquiry.

Giving agents structure.

Intent, memory, orchestration, and the contracts that keep long-running work coherent.

Designing for the person.

Readable workbenches, measured geometry, and interfaces that respect human attention.

Taking software into the field.

Vehicles, fabrication, and HVAC work turn real constraints into design requirements.

Keeping evidence in view.

Market research, intraday analysis, and the context connecting a decision to its review.

Making room to experiment.

Game worlds, characters, asset tools, live production, and methods for teaching.

Making trust inspectable.

Artifact screening, bounded iteration, source records, and claims backed by observable work.

Explore the research library

03 / The person behind it

From the field.
Into the software.

I’m Chuck. My background crosses photography, live environments, and HVAC service. I build from that same habit: look closely, understand the real constraint, and make something that holds up in use.

Brainn.dev brings together the systems, tools, and questions that grew from it.

More about me

For clients & teams

Have a problem to work through?

Explore how I work and start a conversation.

For builders & collaborators

Start with the source.

8 original public repositories, ready to explore.

04 / Notes from the workshop

Read it. Then try it.

Visit the blog

Tools · 13 min read

What If the Whole Computer Changed Faster Than You Could Hack It?

What happens if we stop trying to make software impossible to understand, and instead make what an attacker understands expire before they can use it?

Tools · 3 min read

Neuron is the system. Orion is the agent.

Giving the agent a name clarified a larger design question: who owns the work when a conversation ends?