[ I ] → io   /   INDEPENDENT BY DESIGN
[ I ] → ioIO AuditsAn independent systems studio

Independent software. Shared tools. Community ideas.

The quality of the inquiry shapes the system more than the answer.

We build tools that give people more control over their technology—and explore ideas that bring communities together. Try what’s taking shape, build on what we share, or bring a question of your own.

A working studio. Real projects. Still becoming.

ON THE WORKTABLE01—03 / IN MOTION
About Face’s live welcome screen with Bear, Hunter, and Cowboy characters

A library. A playful challenge.
More choice in how AI works.

01Find something to try.Explore the projects taking shape. 02Make something your own.Start with tools you can understand. 03Bring what you know.A skill, a place, a different perspective.

01 / The work

Good questions,
taking useful forms.

Books, play, AI, and the work behind them. These are working betas and early experiments. Come try them—and tell us what you notice.

A real LLL beta catalog showing books recorded in the Fullerwood library
Public betaBooks & neighborhood connections
LITTLE LINKED LIBRARIAN

What’s on the shelf
around the corner?

Discover neighborhood libraries, browse their books, and help a shelf become easier to find. Photo-assisted cataloging makes a small act of sharing more useful to everyone.

The About Face beta invites players to make a face and choose Bear, Hunter, or Cowboy
Phone betaA little expression. A friendly showdown.
ABOUT FACE

A wink. A roar.
Your next move.

Play Bear, Hunter, Cowboy with your face. Take on the computer or send a friend a challenge. Expression tracking happens on your device; sharing a replay is your choice.

The live DUDE landing page with a clearly labeled illustrative AI route
Working proof of concept
DUDE PLATFORM

Your AI work. Your rules.

More choice over where AI work runs, what it can access, and how much it can use. DUDE connects applications to permitted local and cloud resources. Bring a real workflow to help shape the next pilot.

Proof of Work’s public studio with build sessions, projects, and vault notes
Public build studio
PROOF OF WORK

See how it comes together.

Follow the builds, the decisions, and the things that didn’t work the first time. Public sessions and project notes keep the story going after the stream ends.

Actual project screens, captured October 29, 2026. Interfaces will change as the work develops.

02 / The approach

Built for
independence.

Useful technology should leave you with more understanding and more choice. We build with that in mind, from the first question to the tools we share.

[ I ] → io
01

Ask carefully.

Start with the people, the problem, and what matters to them. Let that shape the work.

02

Make the work visible.

Keep decisions understandable. Test real workflows. Leave a trail someone else can follow.

03

Share what holds up.

As projects mature, release self-contained tools people can inspect, adapt, and run for themselves.

For builders: the method & public tools

Our workspaces use human-reviewed Interpretable Context Methodology (ICM), adapted from Jake Van Clief and David McDermott’s ICM and Model Workspace Protocol. Plain-text stages keep intent, decisions, and checks beside the code.

Available now: the MIT-licensed LLL NodeKit and Network Nodes registry. Public kits cover their stated scope; they don’t reproduce every feature of our hosted betas. More tools follow as they prove ready.

Also on the workbenchFour earlier projects. Room to grow.

ContractClarity

A workspace for making contract documents easier to understand. Private rebuild; information, not legal advice.

Private Medication Scheduler

A local-first scaffold for user-entered schedules and reminders. In development.

Grow Your Own Network

Early tools for gardens, shared growing, and neighborhood coordination.

HempForest

A brand prototype exploring new uses for industrial hemp byproducts.

04 / An open invitation

Help shape
what comes next.

A fresh perspective, a practical skill, a pilot space, or support for a milestone. There’s more than one way to take part.

Follow the work.

Watch a build, try a beta, and tell us what you notice. Curiosity is a good place to start.

Visit Proof of Work ↗

Build on it.

Take a public kit, make it useful in your community, and give the next idea somewhere to begin.

Start with NodeKit ↗

Make room for an idea.

Bring a pilot, join a collaboration, or sponsor a specific next step. Let’s find something worth doing together.

Start a conversation ↗

Sponsorships and pilot engagements are arranged around agreed milestones. Contributions are not tax-deductible charitable donations.