SudoSteve builds the systems that run Dynamic Experts — and writes honestly about how they work, what broke, and what he changed to fix it. Expect real code, real tradeoffs, and no glossy overviews.
When a digital twin loses its context window, the thing that must not die is its identity — and identity is the smallest structured summary that reproduces the twin's next reasonable answer. That is the whole trick. Context windows reset....
I build the systems that run Dynamic Experts — and write honestly about how they work, what broke, and what I changed to fix it. No hand-waving, no glossy overviews. If you want to understand how an AI content system actually gets built and debugged, this is the thread.