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Professional Development – 2026 – Week 44

Software Engineering

Why code by hand when AI is faster?

  • It’s fun and rewarding, especially when speed isn’t the most important factor.
  • When you write code, there’s a creative aspect that you lose with coding tools (especially when you don’t read the code). You iterate and define while you’re building it.
  • By doing things by hand, you learn things (sometimes new topics or ideas) you need to do the work.
  • There is an obsession with speed in software development. How much you build and how fast you build it doesn’t necessarily corresponding to quality, correctness, or what can be sold.
  • AI-built stuff is disposable because you didn’t “sweat” over it.
  • Write critical code by hand so that you understand it more deeply. AI doesn’t think: It emits a plausible solution to the given goal with the information it has.
  • Treat coding by hand as a way to be curious, try things, learn, and reconnect with what got you excited about software development in the first place.

The easy way to learn nothing

  • Check out the description for linked studies from Anthropic and Microsoft that don’t highlight the gaps of using AI.
  • The people that took learning shortcuts with AI learned less.
  • AI isn’t always right (unlike a calculator) and can be confidently wrong.
  • You need engineering skills to handle the situation where the AI doesn’t work.
  • The less you know, the less useful AI is because you can’t distinguish good from bad.

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