Reuse lessons and cognitive bites
Decisions, repeated mistakes, and useful patterns are easy to forget when similar work returns later.
Problem
Decisions, repeated mistakes, and useful patterns are easy to forget when similar work returns later.
User flow
Save lessons as memory or cognitive bites, retrieve them through search, task context, reviews, and project workbench views.
Product behavior
Bites and memory are local first-class entities with retrieval and provenance support.
Benefit
Experience becomes an active planning input instead of archived notes.