I’m in software and we’re experimenting with using it for certain kinds of development work, especially simpler things like fixing identified vulnerabilities.
We also have a pilot started to see if one can explain and document an old code base no one knows anymore.
you have to be there when the code was written and went through the various iterations.
Well, we don’t have that. We’re mostly dealing with other people’s mistakes and tech debt. We have messy things like nested stored procedures.
If all we get is some high level documentation of how components interact I’m happy. From there we can start splitting off the useful chunks for human review.
Are there any good open-source community-made models that aren’t owned by corporations or at least owned by a Non-Profit/ Public Benefit Corporation?
MistralAI look to be something along those lines
What exactly is the benefit of using an LLM? Why would I bother using one at all?
I’m in software and we’re experimenting with using it for certain kinds of development work, especially simpler things like fixing identified vulnerabilities.
We also have a pilot started to see if one can explain and document an old code base no one knows anymore.
Good code documentation describes why something is done, and no just what or how.
To answer why you have to understand the context, and often, you have to be there when the code was written and went through the various iterations.
LLMs might be able to explain what is done, with some margin of error, but why something is done, I would be very surprised.
Well, we don’t have that. We’re mostly dealing with other people’s mistakes and tech debt. We have messy things like nested stored procedures.
If all we get is some high level documentation of how components interact I’m happy. From there we can start splitting off the useful chunks for human review.
I ask it questions all the time and it helps verify facts if I’m looking for more information
Hugging face open-r1 and up? It’s an open source deepseek I think.