This is cool and a good idea. I worked on a shared memory framework because I was using multiple leading commercial LLMs. I quickly found that secrets cleaning and a good distillation was important for security and reduction on token waste. Does sf have any safeguards to ensure secrets are not shared? Is sf optimized for tokens or really include everything?

Congrats on the launch. It is a good idea and I think this will be a useful tool for many.

While I agree with you, I would take this even further that it is important to use correct sandboxing and isolation when developing with these tools. I know it can be easier said than done since it is easy for us to become trusting of the tools the more we use them and see many successful runs. It only takes the one time though.

Does Nvidia's acquisition put the open-source ecosystem at risk? I remember what Oracle purchased Java. IMO, it was a mess for many years after that. It is a strategic move for Nvidia, but I see it harming open-source AI options.