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PII-hound – A fast, dependency-free PII scanner in Go

by dbuckman·Apr 8, 2026·4 points·5 comments

AI Analysis

●●SolidShip ItSolve My Problem

Dependency-free Go binary with Luhn validation — Presidio and Nightfall already cover this space.

Strengths
  • Reservoir sampling handles gigabytes of data without high memory usage
  • Aho-Corasick keyword matching enables high-performance custom rule definitions
  • CI/CD ready with --fail-on-pii flag and machine-readable JSON output
Weaknesses
  • PII scanning is crowded — Presidio, Nightfall, and AWS Macie dominate enterprise
  • No mention of false positive handling or confidence scoring
Category
Target Audience

DevOps engineers, security teams, compliance officers

Similar To

Presidio · Nightfall · AWS Macie

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