PROOF, NOT CLAIMS

Public Evidence & Artifacts

Reproducible sample audit packs, methodologies and diagnostic tools demonstrating exact deliverables and standards. These are method demos on real open-source systems, not endorsements or third-party verdicts.

Reproducible audits · Open source toolkits · D2 & D1 Methodology

METHODOLOGY & CODE

Toolkits and Playbooks

Rust Technical Audit Toolkit

CLI and analysis pipeline generating executive reports, scorecards, risk registers and review questions.

AI Due Diligence Playbook

Practical framework and evaluation checklists for assessing AI architecture, data boundaries and model risk.

Automation Technical Proofs

5-day viability assessment methodology and process friction mapping to validate operational viability before engineering investments.