Karpathy published a pattern for LLM-maintained wikis. I have been trying something similar for months. Here is what clicked, where I diverge, and what I think the gist does not cover yet.
The secret to AI superpowers is not the model -- it is the structured workspace. How folders and markdown files turn any AI into a genuine collaborator.
AI without context is a toy. Context without tools is a library. The formula for next-generation knowledge work: Agent = IDE + Context Pack + CLI Library.
When you are building something on the cutting edge, your thinking is the product. A framework for distinguishing between axioms, models, theses, and hypotheses to improve derived thinking.