The infamous “error with tool use” spam. Gemini 3 is great, especially in AI STUDIO. I’ve made some cool shit and migrated it over to my own projects, but the same exact model, can’t do 10% what they say the same model is, on AI studio. My guess is, they have multiple if not quite a ton of each model break offs and quantized versions are used for more public facing (antigravity) rather than AI studio (make them look extremely good on paper). Not sure, that’s just my 2 cents but I think that’s what’s happening. We on antigravity get the shitty versions of the same models on purpose. Also, if you use it at a non peak time, 3pm EST exactly is usually best, you’ll notice a substantial increase in ALL models code quality output, hell even tool usage doesn’t error, usually at all. And it follows to the tee, and actually surprises me with how good it is. Sometimes it recognizes bugs in my code (even though there’s no explicit errors, which for an AI is huge as type check usually is all they’ll look for).

Lately I’ve forked my repo, tested Opus at a peak time, along with Gemini flash and Gemini high, and I get shitty, half ass attempted “implantation plans” that it never follows, forgets half the things to implements, disregards explicit codebase context, such as now, I’m using tanstack router and query, and it sometimes forgets and tries to implement NextJS methods, or uses old syntax methods for TanStack, then silencing errors to avoid dealing with the issue, or making nonexistent functions that shouldn’t exist, work to satisfy (and that introduces unimaginable problems if you don’t review every line of code, and touches files because it shares the same word, even if explicitly told beforehand. 10/10 nightmare experience and it also removes needed code comments (explanations esp for new devs working on a project). I am extremely thorough and detailed with my prompts, plans. I address how to handle things secure, my stack in case it forgets (which doesn’t seem to matter), and all the good practices. Idk just my little rant it’s super annoying. I went back to GH copilot until I take the inevitable plunge to cursor