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How to apply MacOS LLM Controller for teaching in programming education scenarios?

2025-08-25 1.2 K

Application Design for Programming Instructional Scenarios

The tool is particularly suited to the following teaching scenarios:

  • Natural Language to Code Demo::
    • Step-by-step presentation instructions"创建旋转的彩色方块动画"How to convert PyObjC code to Python
    • Compare the differences in code generated by different description statements
  • System Programming Practice::
    • pass (a bill or inspection etc)"显示当前运行进程"and other commands to learn macOS system API calls
    • Modify generated code to add new functionality (e.g. process filtering)
  • Teaching AI Engineering::
    • analyzellama_stack/Catalog model prompt design
    • Experimenting the effect of different model parameters on the quality of code generation

Instructional Suggestions: 1) Teach foundational concepts using a library of pre-defined instructions first 2) Encourage students to submiteducational_examples/Case 3) Explain the complete process in conjunction with the Xcode development and debugging tool.

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