🔬 researchMostly Real
Saturday, July 11, 2026
BUILD ADAPTABLE, IDENTIFIABLE LONG-TERM AGENTS WITH EVOLVING PERSONAS
New framework helps long-term agents adapt while keeping identity.
3/5
months
{"agent builders","AI researchers","product managers"}
â—† What Changed
Static agent personas → Dynamic, evolving, identifiable personas.
â—‡ Why It Matters
Agent builders create more robust, long-lived, user-centric agents.
🛠Builder Opportunity
Develop a long-term agent with an evolving persona using AutoPersonas.
âš¡ Next Step
→ Experiment with AutoPersonas to design adaptable long-term agents.
📎 Sources