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
I have a suggestion for you: Create a Gemini Gem for a programming language and put context info for library resources, examples of your coding style, etc.

I just dropped version 0.1 of my Gemini book, and I have an example for making a Gem (really simple to do); read online link:

https://leanpub.com/solo-ai/read