Why not just an LLM-based interpreter that direclty executes a PDF spec plus edits received by email? No need to recomplile and restart the app. A DB is also no

Why not just an LLM-based interpreter that direclty executes a PDF spec plus edits received by email? No need to recomplile and restart the app. A DB is also not required - the LLM will naturally remember all user requests and figure out the current state. (We'll solve the limitations of context later)