| After working with agent-LLMs for some years now, I can confirm that they are completely useless for real programming. They never helped me solve complex problems with low-level libraries. They can not find nontrivial bugs. They don't get the logic of interwoven layers of abstractions. LLMs pretend to do this with big confidence and fail miserably. For every problem I need to turn my brain to ON MODE and wake up, the LLM doesn't wake up. It surprised me how well it solved another task: I told it to set up a website with some SQL database and scripts behind it. When you click here, show some filtered list there. Worked like a charm. A very solved problem and very simple logic, done a zillion times before. But this saved me a day of writing boilerplate. I agree that there is no indication that LLMs will ever cross the border from simple-boilerplate-land to understanding-complex-problems-land. |
Absolutely incredible tools that have saved hours and hours helping me understand large codebases, brainstorm features, and point out gaps in my implementation or understanding.
I think the main disconnect in the discourse is that there are those pretending they can reliably just write all the software, when anyone using them regularly can clearly see they cannot.
But that doesn't mean they aren't extremely valuable tools in an engineer's arsenal.