arXiv cs.CLPaper
Agents in the Large: Perception-Centered Architecture for Persistent Agents
This is the right frame for what long-lived assistants need to be. Persistent agents aren't just stateful; they need to notice when context changes and adapt without explicit retasking. Pera organizes existing work and sketches design primitives. If you're building beyond single-turn workflows, use this as a conceptual grid. The framework is useful even if some implementations lag behind.