token-efficiency

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Betterleaks is a new open-source secrets scanner by Gitleaks' original author that improves detection accuracy using BPE token efficiency (98.6% vs 70.4% entropy recall), CEL-based validation rules, and parallelized scanning. It's designed as a drop-in Gitleaks replacement with support for AI agents and planned features including LLM-assisted classification, auto-revocation, and multi-source scanning.

Betterleaks Gitleaks Zach Rice Aikido Security Richard Gomez Braxton Plaxco Ahrav Dutta Royal Bank of Canada Red Hat Amazon Microsoft Security Response Center CredData dataset CEL (Common Expression Language) BPE tokenization Aikido Safe Chain Aikido Zen Aikido Intel Opengrep
aikido.dev · zricethezav · 1 day ago · details · hn