Educational architecture studio

Build your 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.