Fighter's World

Oct 30, 2026 · Artificial Intelligence

Engineering Always-On Personal Agents: Persistence, Events, and Safe Autonomy

This article details the engineering architecture required for personal AI agents to operate continuously over days without user presence, covering persistent delegation records, event-driven wakeup with exactly-once semantics, a harness that binds model decisions to immutable actions, risk-tiered approval for proactive behavior, and a correction-driven memory system that aligns with user preferences without over-fitting.