I totally agree, but will say that I have been using AI for over a year now and 
it saves me tons of time. I've been feeding it software specs to see how it 
responds. I have had mixed results, but I will say that the programming 
language barrier is much smaller, Meaning I can program in whatever I need, and 
then massage it after that. It actually helps you learn the language. I still 
prefer to program in languages I have better knowledge, but it is a huge help. 
Sometimes I don't even know the code that is written, just what it does. Code 
someone else wrote for instance. I load it into AI and then ask it to change 
certain things about it. Then I just test it. Often times it works with minor 
effort. Most of what I do is utilities or interfaces, so not overly complex 
software. I have used it for ESP32 projects as well and it is great for picking 
the best pins and it saves me time reviewing pinouts as I just ask AI these 
questions. It is also good for reviewing hardware specs. As always with AI, if 
it is important, you definitely need to double check the answers. But many 
times I just roll with it if the cost of a mistake is low cost.

For sure it can bring you down some rabbit holes and you need to learn how to 
respond to it, or work with it to get better results, but the net gain is 
fantastic, if your goal is to get things done and fast.

It's a game changer. People worry about it taking jobs, but I believe it will 
increase productivity and also increase output. It has for me at least. 

John Vaughters






On Monday, February 2, 2026 at 09:22:36 AM EST, Trampas Stern via TriEmbed 
<[email protected]> wrote: 





If you guys have not tried AI for development I suggest you do. In the last 6-7 
months it has greatly improved to the point I have done entire projects without 
writing a line of code. 

What this means is that Mbed, arduino, and other such "easy build" systems will 
be replaced with AI. 
For example, I hated Zephyr RTOS because of the device tree mess, which in my 
opinion was a big design and implementation mistake. However with AI it is no 
longer a barrier.
Basically I tell AI to start me a zephyr project, give it a text file with the 
pin assignments and a few minutes later I have hardware up and running. 
AI does everything from installing Zephyr, configuring device trees, building, 
flashing, etc. 

Basically AI 3 months ago was at the level of a college intern, today it is at 
the level of a college graduate with a couple years experience. 
It still makes mistakes, and goes off down rabbit holes. However, with some 
supervision and clear instructions and enabling it to see its own errors it can 
get the job done. 

Also another great thing is that it knows git. I no longer have to look up git 
commands, I just tell AI what to do. 

I personally thought about learning Rust awhile back, but quickly realized it 
was a waste of time. With AI the programming language is no longer an issue. 
That is AI can check C code for memory safety and do everything Rust provided, 
even translate C to Rust. 
As such AI removes the "coding" part of development and forces us to focus more 
on requirements and test cases. 

I have been thinking about using AI to reverse engineer some 8051 assembly on 
car computers. However it is almost a moot point... 

Trampas

On Mon, Feb 2, 2026 at 8:51 AM Pete Soper via TriEmbed <[email protected]> 
wrote:
> 
> Arm is withdrawing support in July. 
> 
> https://os.mbed.com/blog/entry/Important-Update-on-Mbed/ 
> 
> Pete 
> 
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