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
the future is probably something that looks pretty "inefficient" to us but a non-factor for a machine. i sometimes think a lot of our code structure is just for our own maintenance and conceptualization (DRY, SRP), but if you throw enough compute adn context at a problem im sure none of this even matters (as much).

at least for 90% of the CRUD apps out there, you can def abstract away the entire base framework of getting, listing, and updating records. i guess the problem is validating that data for use in other more complex workflows.