Given this trend, GPT 5 or 6 will be trained on a majority of content from its previous versions, modeling them instead of the expect full range of language. Researchers have already tested the outcome of a model-in-loop with pictures, it was not pretty.

You mean Microsoft will recoup the cost of unbundling by charging more per product compared to the previous bundle, given that it’s now different products?

'cause at work the powers that be has gone all-in on MS and this decision won’t change a bit their “strategy”.

Modular’s Mojo might interest you - it just popped up in my news feed, it’s entirely a coincidence.

Others has answered the specific cases where TTM is paramount.

When time is less of an issue, in my experience it’s in no particular order a mix of:

• product owners or similar role wanting “everything and right now” for no reason whatsoever, except maybe some bonus;
• bosses bossing around to try and justify their existence instead of easying progress ;
• developers being not much more than code jockeys with a tendancy to develop by StackOverflow copy/paste;
• operations lacking time, resources or knowledge to build a proper CI/CD pipeline - when it’s not an issue of operations by ServerFault copy/paste;
• experts (DBA, virtualization, middlewares) being kept out of the project, and only asked for advice when things go terribly wrong later.

All in all, instead of short term profit, it’s a lack of not-so-long term vision and engagement from everyone involved. They just don’t care.

Yeah, I’m the one in charge of fixing the mess, why you ask?

Your question is a bit vague but it looks to me that what you want is some sort of expert system of inference engine.

There might be some open source solutions, and there’s always the GNU Prolog language that might suit your needs.

I suspect that you won’t get a graphviz structure out of it though.

On a side note, w.r.t. keeping the dependencies up to date, have a look at renovatebot. It creates merge request for each and every dependency update, thus triggering a build to check that everything is OK.

Yet again an example of (for some, not-so) old, control-freak farts that just don’t understand the world they live in. The law proposal is entitled “Regulation of digital space”. As if a country could regulate an international network.

Sometimes I’m really ashamed of our politicians.

We went from a computational tool serving a wide range of tasks to an entertainment widget barely more interactive than a TV were work is an afterthought.

The former was expected to not get in the way of their users, the latter is designed to retain attention as long as possible to maximize consumption