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A blazingly fast PII masker that swaps real secrets for realistic fakes.

1 starsRust

Created a tool that prevents accidental pasting of PII in AI prompts

by thomscoder·Mar 16, 2026·1 point·0 comments

AI Analysis

●●SolidSolve My ProblemShip It

Four-pass detection with deterministic fakes beats simple regex redaction tools.

Strengths
  • Four-pass detection in single linear scan — structural, contextual, and entropy-based
  • Deterministic fakes preserve data structure so AI can still reason on masked input
  • Works as PTY proxy wrapping any AI tool — Claude, Cursor, or custom commands
Weaknesses
  • Early stage with 8 commits — author admits it still slips data or returns false positives
  • Secret scanning already exists in pre-commit hooks and IDE extensions like GitGuardian
Category
Target Audience

Developers using AI coding assistants

Similar To

GitGuardian · Presidio · Microsoft Presidio

Post Description

Shhh (i didn't have any idea for the name) is really fast PII masker that swaps real secrets for realistic fakes, preserving the data’s structure so your AI tools can reason on it without ever seeing the originals. It can wrap your AI tool to prevent accidental direct pasting of PII and secrets. Play with the playground https://shhh-7c4.pages.dev/

It is still being improved (any contribution are welcomed) so it still slips things or may return false positives.

Hope you guys will like it!

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