Recurring solutions that resolve specific tensions.
Ephemeral vs Persistent Persona Identity — Identity resets, knowledge persists — the middle path between predictability and relationship
Multi-Agent Persona Coordination and Adversarial Deliberation — Collaboration and adversarial deliberation are different coordination structures with different gains
Persona Drift Causes Detection and Prevention — Drift is directional — its direction reveals what users are pulling toward
Persona Specialization Beats Generalization in Multi-Step Work — One context window cannot sustain expert depth across incompatible reasoning stances
Role Prompting Improves Style but Not Accuracy — Use role prompting for behavioral discipline, not knowledge retrieval
Vocabulary Collision Navigation — Three strategies for when naming traditions collide — and why vocabulary diversity is a feature
6 nodes in this section.