Educational architecture studio

Design a continuity stack

Design a continuity architecture for a scenario you have in mind — and learn why each capability exists, what it trades away, and how it fails, as you go. The output is a coordinate on the map of AI continuity: what you now understand about your case, never a prescription. Nothing you enter is stored.

This studio is for designing an architecture on the map. Ready to build a working one locally? Build your own local continuity layer.

01Frame
02Explore
03Reflect

First, does this even need continuity?

Continuity is only worth building where three things all hold: the work changes over time, what must survive is understanding rather than raw data, and that understanding has to pass between actors — sessions, people, or models. Answer three questions and we’ll place your scenario.

01How long does this work need to outlive a single conversation?

It lives and dies inside one conversationIt carries across a few sessions — days to weeksIt's an ongoing body of work — months and beyond

02When the AI forgets, what actually breaks?

Nothing that matters — it's raw state or a fresh perception each timeFacts and details — names, values, prior answersDecisions, rationale, and intent — the why behind the work

03Who needs to share the same understanding of this work?

Just me, in one sittingMe, returning to it across many sittingsMultiple people and/or AI agents

Answer all three to see where your scenario lands.