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People have been sleeping on Gemini lately but these last few Flash releases (which were very rapid) are damn good.

These sort of fast and cheap models are great for tasks that are verifiable and can be retried infinitely (like coding), you can basically get frontier results with a good harness (at a fraction of the time and money).



As someone who has stubbornly stuck with Claude Code, what's a good harness for Gemini models?


I highly recommend just getting out of Anthropic's (or anyone's) vendor lock-in. Use opencode or pi. You can still use your subscription pricing using a proxy. I switched to opencode and haven't looked back.


How do you do the proxy thing?


Meridian[0] for Claude Code, CLIProxyAPI[1] for everything else

[0] https://github.com/rynfar/meridian

[1] https://github.com/router-for-me/CLIProxyAPI


I use OpenCode with my ChatGPT subscription, which is officially supported on both sides and a damn good deal (OpenCode Go is great too).

OpenCode has “providers” for many (many!) other services, but these are almost all unofficial and against ToS (Anthropic being famous for ban-hammering people).


But proxying via Claude CLI is OK? Or also not?


Antigravity is probably the best of the bunch I've tried. I'd say it's pretty comparable to Claude Code (I use both daily).


Antigravity which lacks an auto approve mode? Not really comparable to Claude Code when you're looking to run a team of agents from my experience.


In settings, enable Turbo Mode, and Auto-Approve, it will run without stopping for approvals.


I've curated my auto-approve list to specific commands by approving them with "always allow in this project" (I never want it e.g. committing/pushing to GitHub, removing files, etc without being in the loop) but Antigravity does have both a standard "auto-approve" mode _and_ a "Turbo mode" which disables ALL approvals of all kinds.


They have an auto approve mode. At least in the vs code plugin.


Just like Claude Code and others it has the same —-dangerously-skip-permissions flag, auto approves everything


I resisted at first but now I main antigravity for work. All the software (web, react-native app, client cms platform, postgres backed, multiple ETL systems, a few chat/websocket backends) for my company is loaded into a single project. I spend time writing prompts and forming plans back and forth with the agents then I click GO. Over the past year we've gone from it taking minutes and needing a reasonable amount of back and forth and fixing, to it taking 10-20 seconds and outputting near perfect work within my system accross app/service boundaries.


Pi [1] is amazing. Since using it I've felt no need to switch harnesses anymore.

Or choose Oh My PI [2] for batteries included

[1] https://github.com/earendil-works/pi [2] https://github.com/can1357/oh-my-pi


Can you use Pi with a Google Pro AI sub or do you need to use API billing?


Using API billing would be a bummer because, as far as I know, there's no way to set up a spend cap or pre-pay the API key, correct?


They finally allowed for a hard spend cap that's easy to set a few weeks ago: https://aistudio.google.com/spend


If you're happy with API billing then just use OpenRouter: https://openrouter.ai/google/gemini-3.8-flash

Makes it easy to switch between models and I like it for exactly the reason that you're saying - I prepay and so can't accidentally spend my food budget.


Aside from the other reply, pi makes it _really easy_ to build your own usage tracking and limit machinery.

I would normally advise against such efforts for a variety of reasons (such as inaccurate tracking, etc), but specifically under pi, this mechanism has been extremely well behaved and accurate for me.


It is trivial to set up a spending cap on Google Cloud and also on Google AI Studio.

That said, it is probably easier to use APIs from FireWorks.ai, Ollama Cloud, Open Router, etc.



If you're on their subscription plan - agy cli or antigravity ui is the only choice i think.

Anyway - if you're a dev - you would be writing your own agentic env right ? that's the best way forward. I wont tell you more than this . but if you're not - you are losing out .


I agree, I use my own harness (link to the most stable version, from my Racket book: https://github.com/mark-watson/Racket-AI-book/tree/main/sour...) and except for handling user interrupts correctly, writing harnesses that are customized to your workflow is fairly easy.


You can use any model with Claude Code. Most chinese one have a Anthropic compatible endpoint and for Google and OpenAI's models you can get a compatible endpoint with a proxy like Bifrost. No need to change your harness.


The vscode chat is great. Not sure if it's also called copilot, but you can plug in any models there and they get sandboxed, tools and link to your code. Great stuff.


Antigravity has been also rapidly improving lately, and your can also use any of the open coding harnesses. But I mostly meant “harness” as in your workflow/loop setup.


Is that possible? What subscription would that be? 'Google AI Plus'?


Do they officially support you using your subscription in other harnesses?


No, and Google actively bans people for using their subscription from other harnesses via various proxies/gateways.

To preempt certain replies, yes, I know you can pay API prices and use whatever harness you want.


But do they ban proxies that use CLI?


Shame. Thanks for the info.


Update: After some backlash, Google has clarified that they will only ban your "Antigravity and/or Gemini CLI accounts," not your Google account. How very generous! Keep being tone-deaf then...

https://x.com/evanotero/status/2095616180895543469


Is antigravity still heavily rate limited?


I agree.

I might be wrong about this, but obviously Google would like to provide inferencing at the lowest cost to themselves, so perhaps their slow ‘pro’ releases and rapid ‘flash’ releases is an attempt to guide people to use more profitable models?




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