From Agentic Reasoning to Deterministic Scripts

TL;DR AI agents shouldn’t solve the same task over and over. Their execution history could be used to detect recurring patterns and compile them into deterministic scripts. The purpose of AI agents is not to execute tasks indefinitely, but to discover the procedures that replace them. The Overhead of Routine Tasks AI agents like Claude, Codex, OpenClaw, or any of their derivatives are remarkably…