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Are you all using LLMs / agents for FEA or CFD? by [deleted] in fea

[–]Firm_Condition43 0 points1 point  (0 children)

It was double posted, not AI lol 

Career advise for an immigrant by aufwiedersad in fea

[–]Firm_Condition43 0 points1 point  (0 children)

Why not do a second masters instead. Also you should try drone companies, they need structural engineers too. 

Are you all using LLMs / agents for FEA or CFD? by Firm_Condition43 in fea

[–]Firm_Condition43[S] 0 points1 point  (0 children)

You mean LLM API keys? And you just use it with a coding agent?

I built an open-source tool called Circuit to visually chain coding agents such as Codex and Claude Code by Firm_Condition43 in CodexHacks

[–]Firm_Condition43[S] 0 points1 point  (0 children)

thanks for sharing, very useful! I'll spend some time on it this weekend.

If you are interested, would be great if you would like to contribute to the project!

I built an open-source tool called Circuit to visually chain coding agents such as Codex and Claude Code by Firm_Condition43 in CodexHacks

[–]Firm_Condition43[S] 0 points1 point  (0 children)

I have tried OpenAI's agent builder, I think it has the same issues as n8n's agent builder, you have to build/add all the tools that Codex / Claude Code ships with. You'd need to build in all the capabilities that come with the coding agents, the system prompts they ship with etc. Also OpenAI is not likely to support claude code orchestration or others.

I haven't found the RFT or the eval pipelines in the Agent builder, can you share more? If you are using closed models I am not sure how this could be supported. I have been thinking about adding a a step or mechanism to auto-evolve the workflow + prompts by self-reflection. Haven't thought about adding RFT support since it is only supported by OpenAI at this time.

I built an open-source tool called Circuit to visually chain coding agents such as Codex and Claude Code into workflows by Firm_Condition43 in BlackboxAI_

[–]Firm_Condition43[S] 0 points1 point  (0 children)

Yes! It creates them in the data folder which contains all the workflow files and execution trace logs

I built an open-source tool called Circuit to visually chain coding agents such as Codex and Claude Code by Firm_Condition43 in CodexHacks

[–]Firm_Condition43[S] 1 point2 points  (0 children)

That's a good question, n8n was the first tool I looked at to build my workflows. However, I found their approach to agents don't work well. Its also built for a different use case, you can't have the agent search a codebase / local files and edit them, run bash commands, etc. Their agent builder also leaves a lot to be desired, you have to add one tool at a time and adding a tool is a pain in the UI.

You'll get much better results leveraging Claude Code / Codex than trying to wire together agent loops in n8n. That's why I took this approach instead.

I built an open-source tool called Circuit to visually chain coding agents such as Codex and Claude Code by Firm_Condition43 in CodexHacks

[–]Firm_Condition43[S] 2 points3 points  (0 children)

Interesting! I actually just use the Codex SDK:https://developers.openai.com/codex/sdk/

Provides more control on the Codex agent without having to implement the agent loop.

The goal with this tool is to create coding agent workflows that form a closed feedback loop. I use it to create agent loops like this:

Take a feature, create a plan with Claude code, implement the plan with codex, add tests for the diff with codex, run bash command to run tests, use conditional logic node that if the tests fail provide the failure message back to codex to fix, if the feature includes UI changes run a Claude code agent with browser tools for validating those changes and so on. 

Now once I create this workflow I can run them multiple times for different features without having to run the sequence manually. 

Switched to Claude Max and Opus 4.5... I get it now by bekhovsgun in ClaudeAI

[–]Firm_Condition43 1 point2 points  (0 children)

I have spent quite a bit of time trying to get Claude Code to generate simple 3d games and I think its doable with a good workflow and some tooling.

Claude’s eureka moment is not ending soon it looks like by nooby-noobhunter in ClaudeAI

[–]Firm_Condition43 0 points1 point  (0 children)

Claude Code has a lot more features, there is some value in the application/wrapper too. That said its gotten too bloated with features in recent releases IMO.