Data Bricklaying Diary

Oct 2, 2026 · R&D Management

Which Rules Stay When AI Agents Get Smarter? A Framework for Essential Constraints

The article proposes a framework for managing AI agent development rules that retains essential constraints like goals, boundaries, and acceptance criteria while loading project facts and technical guidance per task, and validates rule removal through fixed-task evaluation after model upgrades.