depends on what you work on in the software field. Many of these LLM’s have pretty small context windows. In the real world when my company wants to develop a new feature, or change the business logic, that is a cross-cutting change (many repos/services). I work at a large org for background. No LLM will be automating this for a long time to come. Especially if you’re in a specific ___domain that is niche.
If your project is very small, and it’s possible to feed your entire code base into an LLM in the near future, then you’re in trouble.
Also the problem is the LLM output is only as good as the prompt. 99% of the time the LLM won’t be thinking of how to make your API change backwards compatible for existing clients, how to help you do a zero-downtime migration, following security best practices, or handling a high volume of API traffic. Etc.
Not to mention, what the product team _thinks_ they want (business logic) is usually not what they really want. Happens ALL THE TIME friend. :) It’s like the offshoring challenge all over again. Communication with humans is hard. Communication with an LLM is even harder. Writing the code is the easiest part of my job!
I think some software development jobs will definitely be at risk in the next 10-15 years. Thinking this will happen in 1 years time is myopic in my opinion.
If your project is very small, and it’s possible to feed your entire code base into an LLM in the near future, then you’re in trouble.
Also the problem is the LLM output is only as good as the prompt. 99% of the time the LLM won’t be thinking of how to make your API change backwards compatible for existing clients, how to help you do a zero-downtime migration, following security best practices, or handling a high volume of API traffic. Etc.
Not to mention, what the product team _thinks_ they want (business logic) is usually not what they really want. Happens ALL THE TIME friend. :) It’s like the offshoring challenge all over again. Communication with humans is hard. Communication with an LLM is even harder. Writing the code is the easiest part of my job!
I think some software development jobs will definitely be at risk in the next 10-15 years. Thinking this will happen in 1 years time is myopic in my opinion.