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who else is copying sample code by hand just to get the patterns drilled in their head? Is that method of learning still valid?

software artist | building /outpaint | ex: @coinbase ex: bisontrails | seeker of the flow state | artivilla.com

I used to do this.

Wasn't seeing much results so I stopped

How do you verify it wasn't working? A point on improving learning is to use the Bloom's taxonomy.

How might you use this to improve your understanding? It's obviously essential to create things once you learn the API or the framework. A slightly lower lift might be to add another tool or resource to the sample MCP, if say you were learning MCPs.

An even lower lift might be to just explain to yourself what you just read after going through the entire documentation or page.

Another way is to simply retype the key functions and copy-paste the rest.

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Thanks for sharing, it's amazing how I've used this subtly without knowing I was using this.

https://chatgpt.com/c/686a8447-1b78-8001-99e3-8ea87a66fe54

Asked gpt to school me more and I'm amazed.

It's awesome when a concept is well structured and designed in a way it outcome becomes repetitive 

Thanks for sharing