DataFunTalk

Jun 1, 2026 · Artificial Intelligence

Rethinking Agent Harness: Toward State‑Aware Runtime for Reliable LLM Agents

The article argues that improving large‑model agents requires more than bigger models or longer context windows; it calls for a stable, auditable, and recoverable runtime that manages state transitions, prevents error propagation, and enables trace‑native evaluation of long‑running agents.