JD Cloud Developers

Jul 22, 2026 · Cloud Native

How AI Quickly Reads Your Codebase: Three Evolutions of Joy-Code-Graph Cloud Service

The article explains how Joy-Code-Graph transforms AI code assistants from blind guesswork into globally aware tools by deploying a self‑hosted, cloud‑native code graph service that integrates directly with Joygen, offers zero‑install sandbox access, and persistently stores the graph in a dedicated repository branch.