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cover of episode #171 Ditching a Microsoft Job to Enter Startup Hell with Lonewolf Engineer Sam Crombie

#171 Ditching a Microsoft Job to Enter Startup Hell with Lonewolf Engineer Sam Crombie

2025/5/9
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freeCodeCamp Podcast

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Quincy Larson
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Sam Crombie
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Quincy Larson: 我很好奇AI编码工具的实际能力和炒作之间的区别,这是一个很大的问题。 Sam Crombie: AI编码工具的炒作有些过高,它主要用于两个方面:原型设计和提高生产力。对于原型设计,它可以帮助设计师、产品经理和软件工程师更轻松地将想法付诸实践,但这并不会取代任何工作。在提高生产力方面,它就像一个自动完成工具,可以帮助工程师更快地完成项目,提高效率。虽然它可能不会取代软件工程的精髓,但使用这些工具的人可能会因为效率的提升而取代那些效率较低的人。总的来说,AI编码工具带来的生产力提升非常显著,可以使软件工程师的工作效率提高十倍,这体现在软件开发的各个阶段,例如代码搭建、单元测试、数据准备和开发流程设置等。它可以简化一些繁琐的任务,例如编写单元测试和设置开发流程,并提供类似高级工程师的建议,从而提高代码质量。然而,在处理大型代码库时,AI的理解能力会迅速下降,容易出现误解或幻觉。工程师可以通过创建参考文档来帮助AI更好地理解代码库,从而提高AI的效率和准确性。大型代码库中,团队成员的隐性知识对于理解代码和决策至关重要,而AI工具难以捕捉这些信息。AI编码工具应该记录代码生成的理由和决策过程,以便更好地理解代码和进行维护。即使AI的上下文窗口大小增加,代码库的组织和分解仍然非常重要,以便提高可理解性和维护性。大型语言模型及其有效性更像是被发现而非发明,其强大的功能是涌现的现象。

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On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Sam Crombie. He's a software engineer and prolific open source contributor to freeCodeCamp. He abandon his job at Microsoft, got into Y Combinator, and is currently in startup pivot hell trying to decide how to use the half million he raised. We talk about:

  • How useful are AI coding tools, really?
  • Tips for getting new users to care about your projects
  • What's its really like running a Y-Combinator-funded tech startup
  • Tips for getting into an Ivy League computer science degree program

Support for freeCodeCamp comes from the 11,384 kind folks who support our charity through a monthly donation. You can join these chill human beings and aid us in our mission by going to donate.freecodecamp.org) Support for also comes from a grant from Wix Studio. Wix Studio provides developers tools to rapidly build websites with everything out-of-the-box, then extend, replace, and break boundaries with code. Learn more at https://wixstudio.com). Links we talk about during our conversation: