Beyond the Prompt: The Architecture of Loop Engineering
Prompt engineering micro-managed text. Context engineering hydrated it. Loop engineering builds the feedback loop the AI runs inside — and the token economy that makes or breaks it.
Prompt engineering micro-managed text. Context engineering hydrated it. Loop engineering builds the feedback loop the AI runs inside — and the token economy that makes or breaks it.
Andrej Karpathy dropped a paradigm-shifting gist on building personal knowledge bases with LLMs — no vector DB, no embeddings, just raw/wiki/output folders. Here's what it means for the rest of us.