Medium impact

Show HN: Prompt-scrub – local-first PII redaction for LLM prompts and responses

Industry news•

What happened

Prompt-scrub is a new local-first tool designed to automatically redact Personally Identifiable Information (PII) from both AI prompts and their responses. By running entirely on your local machine, it ensures sensitive user data never leaves your device when interacting with external language models.

Why it matters

As privacy regulations tighten and security concerns grow, local-first data protection tools will become essential for safely integrating powerful third-party LLMs into enterprise and personal workflows.

Is this a big deal?

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