Chengwu Tech Stack

Aug 4, 2026 · R&D Management

Building AI Project Templates: From Agents That Work to Agents That Deliver

This article presents a five-layer AI project template framework — business goals, project context, standard task packages, quality gates, and delivery evidence — to turn AI agents from ad-hoc code generators into reliable, manageable delivery systems, with concrete implementation steps and common pitfalls.