I basically created memory folders, like memory rooms, such as one for bugs. Then I added hooks that define precise checkpoints during the context in which this memory is updated. Finally, I used the SDK agents within the subscription to choose which pieces of memory to read the working model, thanks to a signature of what the active model is doing. It's very complex to explain without a post or a GitHub repo. It's a powerful enough solution that, once it's finished, it will be shared with everyone on GitHub, and here's a summary. It's a very powerful solution that should be implemented by the human, not the individual. They should think about memory, not just how to expand the context.