AI in the place to be!

说明与用途

在代码自动化中优化使用 AI：仅在需要解释的地方使用 AI，其余步骤由传统自动化完成。

问题

Determining how much of a code automation task actually needs AI, especially when traditional automation can handle most steps.

结果

The deterministic pipeline handled all mechanical steps, while AI was invoked only for contextual Spanish translation, demonstrating efficient use of AI.

工作流

• Locate text properties in designer files
• Generate standardized resource names
• Replace literals with resource references
• Modify .resx files
• Regenerate designer code
• Collect modified files
• Present changes for review
• Use AI to adapt texts into Spanish with context and preserve names
• Finalize deterministic process

证据

I start with a C# WinForms designer containing literal UI texts in English and automate the process of converting them into multilingual resources.

来源

The language model only enters the pipeline for the part where language understanding is actually useful: adapting the texts into Spanish while taking their context into account and preserving class and control names.

来源