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xop01 / ai_goodpractice

git clone https://github.com/xop01/ai_goodpractice.git

full guide to help you integrate AI in your workflow, for both beginners and experienced users

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2026-10-20 · 535 ★ 2026-10-23 · 649 ★
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Created2026-10-02 (20d ago)
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# Disclaimer
### This guide is fully hand-written, there is zero prompting involved in the thinking or creation of this guide, i have the belief that AI could never express my own thoughts and lifestyle as good as me no matter how well he is prompted 
Everything shared in this guide is simply my own experience and views, please think for yourself and see if this guide speaks to you, if it does i would love if you shared it to make more people aware of it
# Why should YOU read this guide ?
To keep it short i have been using AI 8h+ per working day (without exaggerating) for a lot of months now, before i started trying it i've been somewhat against full agentic workflow like a lot of coders who spent years in the industry, it just felt like getting robbed of my hobby and that it just became uninteresting 
From where i stand now, i would almost never go back to normal coding, the entire point is that an agentic workflow just allows you to **10x if not 20x your "work power"**, **you will get to achieve literally ANY project you want under 6 months**, where before it could have taken more than a year or two to code extremely complex softwares 
Following this guide will allow you to (almost) fully rely on the AI to code for you, you will become a "leader/manager" rather than the programmer, you need to ditch the idea that you will code anything and rather embrace your role to dictate the AI exactly what to do 
**If you wish to reach 100% usage on all your subscriptions every month and get true work done with AI this guide is for you** 
You will learn about multiple "AI prompt hacks" as well as physiology-based ideas i use daily to improve my workflow to be able to withstand an entire full day of non-stop working, **up to 16+ hours** without "pharmaceutical aids"
I have not written a line of code manually ever since i started working this way 
You envision the code and the way you would code it, the AI codes it for you through a prompt, this is the vision you must have 
Of course i don't claim to have achieved the best way to prompt AI or use it, it is also very model dependant, for reference i have been using Cursor so i use a mix of Claude/ChatGPT/Grok (previously even Composer) 
I am making this guide from my every day usage and most likely people who actually worked in improving AI's have a better understanding on how to prompt than i do 
If you are one of them feel free to get in touch with me on X, i'd be more than happy to discuss / improve this guide for others
Enough talking, let's get to it !
# Is there any limit to agentic coding ?
There is **almost** no limit to it, you can do things well beyond your current understanding, remember you are a "leader/manager", generally programmers own the technical skills while the leader just requests without fully understanding what it means in terms of implementations 
This is similar except even better because **YOU** might actually have the skillset and understanding that your manager did not and even if