You would be absolutely shocked how many software projects are still run, to this day, without source control at all. Or automated (or manual) testing. And how many hand crafted artisanal servers are running on AWS, never to be recovered if their EC2 instance is killed for some reason.
Sure, but that’s a small and shrinking market. Not a source of economic security or growth for its employees, nor for most of its companies (though some have defended niches).
I've seen growing companies running multiple million ARR through systems like that. It's way more common than you'd think if you're a professional software developer.
I seriously don't see how version control and LLMs are comparable. A deterministic way to track code changes over time, versus an essentially non-deterministic statistical code generator that might get you what you want, and might do it in a reasonable time frame, and that might not land you in a minefield of short-term-good/long-term-bad design points.
> an essentially non-deterministic statistical code generator that might get you what you want, and might do it in a reasonable time frame, and that might not land you in a minefield of short-term-good/long-term-bad design points.
Sounds like a human? The ‘statistical’ part is arguable, I suppose.
There is an absolute embarrassment of modern tooling in other categories I have no problem whatsoever embracing. I'm not a holdout for being stuck in my ways. Maybe I value things other than expediency at massive cost. Maybe I speak just as well to computers as I do to humans.
I'm sure I will have no problem whatsoever remaining in the employ of a firm that trusts me to make products and tooling that still push the envelope of what's possible without having to resort to the sheer brute force of trillion parameter-scale models.
There is no massive cost. For 80% of the brute work that needs to be done day in and day out LLMs provide code as good as a senior engineer provided you have sufficient competency in steering the model, but done at breakneck pace.
You would be absolutely shocked how many software projects are still run, to this day, without source control at all. Or automated (or manual) testing. And how many hand crafted artisanal servers are running on AWS, never to be recovered if their EC2 instance is killed for some reason.
Sure, but that’s a small and shrinking market. Not a source of economic security or growth for its employees, nor for most of its companies (though some have defended niches).
I've seen growing companies running multiple million ARR through systems like that. It's way more common than you'd think if you're a professional software developer.
I seriously don't see how version control and LLMs are comparable. A deterministic way to track code changes over time, versus an essentially non-deterministic statistical code generator that might get you what you want, and might do it in a reasonable time frame, and that might not land you in a minefield of short-term-good/long-term-bad design points.
> an essentially non-deterministic statistical code generator that might get you what you want, and might do it in a reasonable time frame, and that might not land you in a minefield of short-term-good/long-term-bad design points.
Sounds like a human? The ‘statistical’ part is arguable, I suppose.
There is an absolute embarrassment of modern tooling in other categories I have no problem whatsoever embracing. I'm not a holdout for being stuck in my ways. Maybe I value things other than expediency at massive cost. Maybe I speak just as well to computers as I do to humans.
I'm sure I will have no problem whatsoever remaining in the employ of a firm that trusts me to make products and tooling that still push the envelope of what's possible without having to resort to the sheer brute force of trillion parameter-scale models.
There is no massive cost. For 80% of the brute work that needs to be done day in and day out LLMs provide code as good as a senior engineer provided you have sufficient competency in steering the model, but done at breakneck pace.