Memory Kernel
Documents, minutes, agreements and history, stored, versioned, queryable.
Open infrastructure to help small communities explore better everyday decisions, organize information, and preserve memory.
They run on oral memory, WhatsApp groups, paper records, and whoever happened to be in last week's meeting. When authorities or ideals change, the context disappears for ever.
Open infrastructure that helps communities decide better, understand better, and remember better, with humans always in the loop.
Documents, minutes, agreements and history, stored, versioned, queryable.
People, roles, problems and sources, retrieved by meaning.
Role-aware chat. Citations on. Refusals when out of scope.
A second pass that catches accusations and hallucinations.
May 11 to 18, 2026 in Puerto Escondido, Oaxaca. Approximately 30 builders, testers, citizens, and community operators. Open-source from the first commit, working safety model, demo-ready by day 7.
We need to close the build sprint, ship the open-source MVP, and prepare three real-world pilots in Mexico. Three ways in.
Free accommodation included for the full week. 30 spots. Apply on Luma.
luma.com/zbiimfx9 →Sponsor the Pop-Up City logistics, the open-source build, or the community pilots that follow.
Support →Mission, civic safety, privacy, source hierarchy, and the principles that bind this project.
Manifesto →