Hey everyone! 
I wanted to share a project I just built and open-sourced called Agent Forge. It’s a completely private AI Agent Factory that utilizes meta-programming to dynamically generate automated pipelines.
I chose Streamlit for the frontend because I needed a fast, clean UI that handles secure user inputs beautifully. The interface features a masked password text field for a secure “Bring Your Own Key” (BYOK) system to connect directly with the Mistral Cloud API without hardcoding credentials.
The factory defaults to creating and executing code within a Windows 11 environment but can be reconfigured entirely via the structural system prompts.
Check out the repository here: https://github.com/sorryreturn/Agent-Forge
I’d love to hear your thoughts on the UI or any feedback on the architecture! 