Daily Productive Sharing 1192 - The LLM Codegen Workflow

Dr Selfie -

One helpful tip per day:)

How can we effectively use large language models (LLMs) for programming? Harper Reed shared his experience:

  1. The projects he deals with usually fall into two categories: completely new development projects, or legacy projects that need updates and improvements.
  2. If we're procrastinating on a project, no matter its size, he suggests using LLMs to help kickstart it.
  3. This approach becomes even more effective if we clearly understand our preferred programming languages, styles, and tools.
  4. One current limitation is that most AI-assisted programming tasks tend to focus on solo workflows, lacking the collaborative feel of team-based development.
  5. Having spent years programming alone, pair programming, and working in teams, he strongly believes that working collaboratively with others is more enjoyable and productive.

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如何有效地利用大模型工具进行编程？Harper Reed 分享了他的经验：

  1. 他接触的项目通常分两类：全新开发项目，以及需要更新改造的旧有项目。
  2. 如果我们正拖延着某个项目，无论大小，他建议我们试试看用这样的方式去推动它。
  3. 如果我们能掌握偏好的语言、风格与工具，这种方式会更加有效。
  4. 目前的问题在于，大部分 AI 辅助的编程工作都是单人模式，缺乏团队合作的感觉。
  5. 他曾经独立编程很多年，也做过多年结对编程，以及在团队中协作多年。他始终认为，与其他人一起工作更有趣，也更高效。

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