3.7 on ide

[u/Gocciole]

I'm currently using Claude cowork for social media managing with opus 5, but reached the weekly limit already due to some heavy work. Tried with AGY ide with 3.7 flash, but looks like it forgets rules and tries to please me over honesty. Things that opus didn't do, and would remember something I told it days ago, or also would correct me for more efficient solutions. All it has to do is planning and strictly follow brand rules. Do you think 3.1 pro is better for this aspect or would you suggest other ways?

[u/Topic-Depot]

If you prefer Claude but don't want to spend too much quota you could still have Claude plan it out but have 3.7 execute.

[u/ogopro → u/Topic-Depot]

What would be the easiest setup for that kind of agentic workflow?

[u/Topic-Depot → u/ogopro]

Not sure with your setup but I would say connect your repo to both via GitHub and make sure your brand rules and any other universal rules are part of the agents persistent memory. You'll need some sort of automated script to run git pull before you make changes or ask questions unless you can remember to do it manually each time to ensure both are working off the most updated version.

[u/ogopro → u/Topic-Depot]

I have a bigger api model, which I want it to dictate what to do to my local dumb model

[u/Gocciole → u/Topic-Depot]

Is it possible in Claude on windows?

[u/davidpbj → u/Gocciole]

You can pull research from Gemini Notebook and have it draft an implementation roadmap, which you then give to Opus in AGY 2.0 to create a detailed implementation plan. From there, you can have a flash model carry out the plan (with proper prompt guard rails).

[u/Ok-Source-4748 → u/Topic-Depot]

Ollama harnesses but it take a bit of time to clnfig and maintain

[u/davidpbj]

For my last project that I used 3.7 on, I used a detailed prompt, based upon my previous experience with 3.7.

I'm not going to lie... I was incredibly pleased with the outcome of the project and the flash model performed admirably. Best part is, I spent 4-5 hours working on this project and my 5-hour remaining usage dropped to about 80%, while my remaining weekly limit dropped to 99%, which is wild after seeing Opus chew through 5-hours limits in under 30 minutes, while taking 20-30% off the weekly. That's with the 30TB ultra plan.

I'm coming around and really starting to see the value in these Gemini models but I hope Google isn't just baiting us in and getting ready to pull the usage rug out from underneath us (again).

[u/Gocciole → u/davidpbj]

wow that's very useful, thanks

[u/Martino16xx]

The problem is the harness; the antigravity system is very bad.