GuardWrite: LLM Document Integrity Auditor
Delegating document edits to LLMs can unintentionally corrupt files when prompts push the model toward destructive Python manipulation. GuardWrite provides a transparent audit of LLM prompts, enforces safe read‑write patterns, and blocks any harmful operations before they reach the file system.
Quantitative Score Breakdown
monetization potential
14.25
Evidence Signal (1)
Raw PostsComment on: LLMs corrupt your documents when you delegate
I'd like to see their system prompt and if it encouraged Python-based manipulation over reading and then writing the file.Update: found that harness code here https://github.com/microsoft/delegate52/blob/main/model_agen.