>Productivity starts going down once you try to use LLMs in a large codebase and expect them to be as helpful as they were in a smaller one.
Exactly this. I've really tried to find use for LLMs in my big tech company SWE job and I just can't. The context is just too large, and not just the code context. In the time that I can "explain" everything to the LLM, keep iterating until it spits out something semi-useful and massage that into something I can merge, I'd rather just do the whole thing myself.
But it's amazing for greenfield personal projects.
Exactly this. I've really tried to find use for LLMs in my big tech company SWE job and I just can't. The context is just too large, and not just the code context. In the time that I can "explain" everything to the LLM, keep iterating until it spits out something semi-useful and massage that into something I can merge, I'd rather just do the whole thing myself.
But it's amazing for greenfield personal projects.