Two Real Problems in AI Programming: Multi-Project Task Management and Multi-User Collaboration Isolation

Sat, 09 May 2026 16:28:25 +0800

In multi-project, multi-developer AI programming practice, the continuity of task status and the isolation of personal configurations are key pain points affecting efficiency. This article proposes an engineering solution based on “sub-project Source of Truth” and “local rule isolation,” aiming to address cross-project task breakpoint management and team configuration pollution, while providing a replicable directory structure, read/write boundaries, and backup strategy.

Once an engineer starts using AI agents to write code frequently, the problem they quickly encounter isn’t “Can AI write functions?” but a more practical set of issues.

Workflow - Tag - Shengxu · Cloud Architecture & DevOps

Two Real Problems in AI Programming: Multi-Project Task Management and Multi-User Collaboration Isolation