English

From Craft to Constitution: A Governance-First Paradigm for Principled Agent Engineering

Software Engineering 2025-10-17 v1 Artificial Intelligence

Abstract

The advent of powerful Large Language Models (LLMs) has ushered in an ``Age of the Agent,'' enabling autonomous systems to tackle complex goals. However, the transition from prototype to production is hindered by a pervasive ``crisis of craft,'' resulting in agents that are brittle, unpredictable, and ultimately untrustworthy in mission-critical applications. This paper argues this crisis stems from a fundamental paradigm mismatch -- attempting to command inherently probabilistic processors with the deterministic mental models of traditional software engineering. To solve this crisis, we introduce a governance-first paradigm for principled agent engineering, embodied in a formal architecture we call ArbiterOS.

Keywords

Cite

@article{arxiv.2510.13857,
  title  = {From Craft to Constitution: A Governance-First Paradigm for Principled Agent Engineering},
  author = {Qiang Xu and Xiangyu Wen and Changran Xu and Zeju Li and Jianyuan Zhong},
  journal= {arXiv preprint arXiv:2510.13857},
  year   = {2025}
}
R2 v1 2026-07-01T06:39:34.194Z