Away from the people who use them every day. Four things we keep running into:
How it works inside — and how you'd build or run your own — isn't taught anywhere accessible. The knowledge is jargon-heavy and English-first.
Open-weight models and self-hosting are a real alternative — most people just don't know how to use them yet.
The private datasets that are their genuinely valuable future get poured into platforms they don't control.
Tools land without guardrails, training, or a plan — and there's rarely anyone on hand to help set it up properly.
We champion open-weight models, self-hosting, and private data ownership — and we make the knowledge to use them genuinely accessible. Four ways we act on it.
Guardrails on by default, sane permissions, nothing to wire up first.
How AI actually works, taught visually — Spanish and LatAm first.
Builders, teachers, and translators doing this together in public.
Open repos, open weights, open decisions — pick up any thread.
Every project under the umbrella honors all four. If it can't, it doesn't belong here.
Open source, open weights. Yours to read, run, and fork.
Permissive license, public repos, nothing that needs an account.
Safe by default, not as an afterthought.
Deny-by-default permissions, hooks that stop secret leaks, tests that must pass.
Anyone can learn it — in their own language.
Plain-language docs, visual lessons, Spanish shipped with English.
Your data never leaves your machine.
Runs locally, zero telemetry, everything it makes is yours to keep.
Propose a project or initiative; if it's open, safe by default, understandable, and keeps people in control of their data, it belongs under the umbrella.
Two projects today, each honoring all four pillars — with more to come.
Free and open to everyone, answered in public.
A workshop for your team, run live and recorded.
We set it up properly around how your team already works.
Scoped with you, then handed over to your team.
Contribute code, teach, translate to Spanish, or self-host and tell us how it went. There's a door in for developers, educators, translators, writers, and designers alike.