Zhihu Tech Column

Aug 27, 2026 · Mobile Development

ZSpec at Zhihu: One-Person Multi-Platform Development with AI Agents

Zhihu's ZSpec workflow enables one developer to manage iOS, Android, and Harmony development by unifying requirements in a Group while isolating platform-specific facts in Units, using AI Agents with scoped skills for code investigation, implementation, and automated on-device verification, reducing redundant context switching and rework.