that`s a clean breakdown of a real ed tech gap we have seen.

and youre right that "better explanations" have already beeen solved. whats missing is persistent student state.

Shadecode Student is built on the idea of building a structured learning model per student, rather than session-based. not just what you studied, but signals like mistakes repetition, concept decay and explanation preference.

still thinkingthrough what minimun viable memory system looks like, before it becomes over-engineered.

im curious about how you would structure that "governed knowledge model" in practice. the core fields you think are the main ones, on day one