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How to: Better AI code with AMMERSE
For Software Development

How to: Better AI code with AMMERSE

Includes a system prompt

Jonathan Crossland's avatar
Jonathan Crossland
Jun 05, 2025
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How to: Better AI code with AMMERSE
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Welcome to the bigger and better AMMERSE substack. I am going to be discussing larger topics and demonstrating the immense power you have with AMMERSE.

The articles will be longer - more in depth and more valuable.
However, because of this, I am switching it over to a minimum member access if
£5 (or your currency equivalent). It is considerably cheaper if you purchase for 12 months.

Please consider that your contribution is very important to my survival as a writer. There are no other sources for income, this is it. I write books, this newsletter and sell courses for AMMERSE. If it is something you have found useful, then I would urge you to support me, so I can continue to add value for others.

News: I have ditched WordPress and built an all new AMMERSE website. It is the basic site now, with loads more to come.

This is the start of the new website.

Before I give you my expert AMMERSE prompt and some tips for you to fine tune it, let me introduce you to a few standard code generation top tips.

Below are my 5 top tips for using AI for code for beginners. I say beginners, but I was talking to someone who was coding with AI now for over a year and still had not used a system prompt. So let’s ensure you are up to speed and doing the top 5 things that take you out if the beginner zone and into the intermediate level.

For those not subscribed, I will give you a hint on the first one. Models tend to lean towards book code, or sample code. This is an issue, because that sort of code is not the kind of code that will stand the test of time and make coding easier as you build more things into it. Sample code is a killer, before you even start. The first top tip, show you how to get out of sample code generation.

I have been fine tuning The AMMERSE General Purpose prompt now for three months and it has been a promising prompt for my coding. Please report back with your experiences.

Now for 5 top tips..

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