New Flask, Python, and other prerequisite tutorials

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Nick Antonaccio
Nick AntonaccioAdmin
Jul 25, 2026 at 14:27 (edited, 2 revisions)
#1

I added a new tutorial to help people learn Flask to build web applications:

https://com-pute.com/nick/flask-mastery-tutorial.html

And this prerequisite tutorial to help beginners who have never done any programming at all, to begin learning about how software development works, and how to use Python. It's generally useful, but specifically tuned to prepare users for the Flask tutorial above:

https://com-pute.com/nick/python-prerequisite-for-flask.html

These tutorials are the first I didn't write myself, and there was a particular purpose for that. The texts were written entirely by Deepseek V4 Flash, and edited by Kimi K3. The point was to give software developers an understanding of how Flask and Python are understood and used by the LLMs themselves, to create applications.

The intent is to understand the code, in exactly the way the LLMs use it, when generating applications from prompts, so that you can work with LLM output and input from both directions:

  1. Have LLMs generate applications and be able to understand and edit the code yourself

  2. Be able to write code manually, and have LLMs most effectively understand and work with your code

I've written a lot about why I use Flask and Python when building applications with LLMs. The thread below may be a good entry point into that whole topic, if you want to understand more about the importance of tool choice in developing software with LLMs, and why Flask and Python are so effective:

https://aibynick.com/thread/55

If you've never done any software development, or if you've never used LLMs to write software, and just want to get started with practical, applicable knowledge, skills, and tools, to begin creating software immediately:

https://aibynick.com/thread/29

These other links related to this post may also be useful or interesting to you:

Nick Antonaccio
Nick AntonaccioAdmin
Jul 25, 2026 at 21:02 (edited, 1 revision)
#2

I had Deepseek and Kimi create an additional tutorial about how computers work in general. This one is intended for people who don't have any background in computing, computer science, or even basic knowledge about using computers in general. It's a real primer, from everything about how 1s and 0s are used to represent data, to how hardware works, how the Internet works, how computing devices are used in daily work, how to troubleshoot common issues, etc. It's meant to be a primer for the prerequisites tutorial above:

https://com-pute.com/nick/computer-fundamentals-primer.html

Nick Antonaccio
Nick AntonaccioAdmin
Jul 26, 2026 at 01:41
#3

While I was burning Deepseek and Kimi K3 tokens, I had them create a introductory guide to AI and LLMs:

https://com-pute.com/nick/ai-llm-guide.html

Nick Antonaccio
Nick AntonaccioAdmin
Jul 27, 2026 at 18:41
#4

I added a updated version of the AI and LLM guide:

https://com-pute.com/nick/ai-llm-guide-glm52.html

This started as an edit by GLM 5.2, but then I had Deepseek V4 Flash go to town filling out more topics that were started in that revision, and finally had the text finished off by Kimi K3. I think this manual is actually very useful for anyone who wants to deeply understand how AI and LLMs work, from the ground up, including much of the essential math and technical understanding.

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