It remembers from sources
Important facts come from real notes, records, tasks, and logs. They remain traceable to their source instead of disappearing into vague conversational memory.
Working private prototype
For people who want an AI system that remembers, coordinates, and stays under their control, with a personal operating system live and working in the background.
This is a working pilot of a private personal operating system with long-term, source-backed memory. It connects knowledge and actions across the tools a person or family already uses, while keeping the system readable, inspectable, and portable.
How it works
Important facts come from real notes, records, tasks, and logs. They remain traceable to their source instead of disappearing into vague conversational memory.
Focused assistants connect personal administration, family and travel, household and finance, the connected home, and the flow of information between them.
Access is scoped by task. Durable memory requires human approval, sensitive actions keep a confirmation step, and the knowledge remains readable outside any one AI model.
Where it helps
Inbox, calendar, tasks, documents, decisions, and project continuity.
Shared planning, groceries, trips, chores, allowance, and family coordination.
Vendors, receipts, payments, shared expenses, and recurring follow-ups.
Lights, scenes, sensors, cleaning, watering, alerts, and household routines.
Health records, test results, and history kept connected, organized, and searchable.
Working proof
The operating system and its readable knowledge base run on a private home server. External AI models are interchangeable services, not the owners of the system or its memory.
Every failure becomes an engineering incident: record the cause, fix it, and turn repeated mistakes into a rule or a deterministic tool instead of hoping the model behaves next time.
What this is today
It runs in one real household and improves through daily use. The next step is a small number of private conversations with people who want this kind of operating layer built around their own lives.
Who is behind it
He also built a mobile development workspace so he can inspect, program, and improve the system from anywhere.
Private conversations