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Minimize Changes

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This constitutes a concise overview of my learnings in dealing with LLM based development:

  1. Export files using python to_llm.py ./src

Crucially, it includes this line, which the best way I have found to minimize the codebase explosion that happens when you run a prompt through a LLM:

project_content = (
    "Change as little lines of code as possible 
    + "in order to implement the directive.\n"
)
  1. Take output, and apply these two VSCode diff viewing functionalities to highlight changes:

    KB1
    KB2

  2. Read, verify, test. LLMs are great at generating test files and they are easy to parse.