James' Growth Diary

Aug 8, 2026 · R&D Management

Design Retrospective: Splitting Tools and Delegating Judgment to AI

The article analyzes nine pitfalls encountered while building a CLI tool for AI, derives a core principle of separating deterministic execution from ambiguous judgment, and presents concrete design rules, a skill‑packaging approach, and two real‑world case studies that illustrate the solution.