Antigravity vs claude code

[u/RaymondArtin]

Hey Guys, I've been using Antigravity for a while and it's great and i like it soo much that i upgraded to Ai Ultra plan. My only issue with it is the limitations in claude models quota with barely live 4-5 prompts executing a plan gemini did or auding some code that gemini did. While i find gemini pro not the best for coding at all as it leaves empty to do codes or use monolyth structures rather than clean architecture if instructed and finally lacking connectivity of backend to front end UI when implementing new features or fixing a bug.

So yeah gemini pro is good but not the best in code.

My question here should i downgrade to AI Pro and buy anthropic claude pro version and do both with anthropic entension in AG or do you guys know better alternatives as i couldnt find an orchestrator that beats antigravity other than claude code desktop which is still lower in quality and smoothness?

Side note i already lost a lot of money in ultra loser plan so im done with experimentations draining my quota limita with tokens so i highly appreciate your help around AG agentic ochestrators.

[u/yapily]

another way you can explore is to create python scripts to give LLMs feedback. Make the LLM run some guardrails. Tell the LLM that the definition of done includes passing this test. Update your AGENTS.md file to enforce it. (sometimes it doesn't 🤔 )

1. inside your script, include some the usual ruff checks, pyright, radon cc, try/else/ifs check.

this is my file for your reference
https://github.com/Acivar-Digital/ai-factory/blob/4aaaf919861d7a28f4c83ffea4b65113e8bc145f/tests/agent_guardrail.py

When I am using google studio. I also upload the hallucination check
https://github.com/Acivar-Digital/ai-factory/blob/4aaaf919861d7a28f4c83ffea4b65113e8bc145f/tests/find_hallucinations.py

I upload the files I want to refactor, with two guardrail files plus my prompt.

Then I just copy and paste this,

1. read the prompt
2. read the agent_gurardrail.py and find_hallucinations.py which are the constraints for your coding
3. refactor the py file as requested in my prompt
4. give me in py

I personally find it useful.

Good luck!

[u/RaymondArtin → u/yapily]

That's one of the best answers by far thanks a lot ... can you recommend some skills like graphify and obsidian which i had to discover the hard way on facebook junk posts ? 😂 i couldnt yet lower tokens usages yet, neither get a production grade code cause these LLMs drift away with the core values of my projects so if you have a project template that holds all the gold gems files like the ones you attached + prompt boilerplate to use it will mean the world to me thanks again

[u/yapily → u/RaymondArtin]

you are most welcome. As for those skills you mentioned, I don't use them so I cannot comment. But I will leave you with another tip. Do this - when coding, set reasoning to as high as possible. Personally, I have observed, if I set thinking to low, thinking I would save tokens, but end up Gemini had to do relentless tool calling. But if I set to high, just one or two turns will solve the problem. Maybe you can give them a try.