zlacker

>>meetpa+(OP)
My frustration with using these models for programming in the past has largely been around their tendency to hallucinate APIs that simply don't exist. The Gemini 2.5 models, both pro and flash, seem significantly less susceptible to this than any other model I've tried.

There are still significant limitations, no amount of prompting will get current models to approach abstraction and architecture the way a person does. But I'm finding that these Gemini models are finally able to replace searches and stackoverflow for a lot of my day-to-day programming.

>>segpha+J4
2.5 pro seems like a huge improvement.

One area I've still noticed weakness is if you want to use a pretty popular library from one language in another language, it has a tendency to think the function signatures in the popular language match the other.

Naively, this seems like a hard problem to solve.

I.e. ask it how to use torchlib in Ruby instead of Python.