How this will impact the developer ecosystem remains to be seem.
* JS/TS - FE
* Ruby on Rails - Most of our business logic
* Python - Doc and LLM specific code
* Misc. other languages - niche features that make the most sense in specific languages.
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Previously, we'd spend a lot of time on dumb little things. Things that you probably take for granted in your primary language, but can become super frustrating in a new language.
It appears to have already led to layoffs and hiring cutbacks.
[1] https://www.cnn.com/2023/07/04/tech/ai-tech-layoffs/index.ht...
[2] https://www.reuters.com/technology/ibm-pause-hiring-plans-re...
As far as I can tell, the current commercially available LLMs context windows are too small to fit the context of a real life codebase.
On top of that, there is no time to see how well it maintains code in a week’s time.
It’s cool as an assistant, and I’ve used LLMs to rewrite front-end code, but this is jumping the gun a bit.
Wait lemme get this straight — AI didn’t eliminate a job; it changed a job to something higher in the abstraction chain. Isn’t this actually the very best case outcome?
Low level language dev -> high level language dev -> designer
The state of technology and business is changing very quickly now. The slope is almost vertical relative to 10-20 years ago. What exists now will seem like very old news one year from now. Take heed, stay agile, learn more and please don't underestimate tech growth.
The part of programming LLMs solve is the easiest part.
The latter will have very short careers (dangerous prediction, I know)
I've found LLMs are incredibly when you prompt with a comment for the next 1 to 5 lines.
That’s precisely what LLMs have provided amazing value to me for. Though the documentation can’t really know the business-related “why” part, you have to add it in.
Yes AI will change the jobs. Replace is way to blunt and lazy a term to describe the potential change that is coming.
Instead of a reaction to a comment further down.
I still can't think the use case of using ai to help me code my ruby on rails project