AI Architecture Hub
AI Architecture Hub
Mar 5, 2026 · Artificial Intelligence

Mastering AI Agents: 12 Actionable Practices for Effective Tool Design

This article distills a year of trial‑and‑error from the Claude Code team into a practical framework for building AI agents, covering action‑space design, structured questioning, task management, progressive context disclosure, iterative tool engineering, common anti‑patterns, and a ready‑to‑use checklist of twelve development tips.

Context RetrievalStructured PromptingTask Management
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Mastering AI Agents: 12 Actionable Practices for Effective Tool Design