Design and Implementation of a Dynamic Configuration Development Solution at Zhuanzhuan

In many operational and business‑process scenarios at Zhuanzhuan, a configuration center is needed to flexibly support dynamic rules, information displays, and product parameters, but the widely used Apollo JSON‑based configuration introduces risks such as missing required fields, format errors, malformed JSON, insufficient permission control, and heavy validation logic.

These risks lead to frequent online incidents and low efficiency because both operators and developers must invest considerable time learning JSON syntax, interpreting opaque configuration strings, and repeatedly communicating to verify rules.

Historically, two mitigation methods were tried: centralizing configuration publishing rights to developers for manual review, and maintaining detailed configuration manuals. Both proved insufficient—either burdening developers or only marginally improving efficiency.

The core conflict lies between developers seeking a fast, code‑centric workflow and operators needing an intuitive, graphical interface; the article argues that this tension can be resolved through a clear, unified information view.

The proposed solution consists of four parts: (1) standardizing the transformation from code‑level configuration data to visual representations; (2) automating view generation via a pipeline that extracts structured information and renders it without manual intervention; (3) preserving an immersive development experience by integrating the view into existing IDE workflows; and (4) designing an overall architecture that ties these components together.

Implemented as a generic dynamic‑configuration framework, the solution now covers 100% of the previous Apollo use cases, has recorded zero configuration‑related production errors over a year, and eliminates the need for separate documentation and repetitive clarification meetings.

To adopt the framework, developers define a configuration key and its data class as usual; the system automatically generates the corresponding configuration view, streamlining both development and operational processes.

The article concludes by reflecting on the evolution of dynamic‑configuration practices within Zhuanzhuan and introduces the solution as part of the company’s “Avengers Alliance” technical ecosystem.