Audit methodology

Guardix combines:

1. Architecture understanding — context before findings.
2. Broad static analysis — many parallel checks across typical vulnerability classes.
3. Multi-engine validation — independent AI engines cross-check candidates.
4. Optional exploit verification — controlled attempts to demonstrate exploitability when the feature is enabled.

This is defense in depth for automated review: coverage + consensus + (where available) dynamic evidence.

What we do not claim

• 100% coverage of all possible bugs or economic attacks
• Replacement for a full manual audit when your situation requires human-led review
• Runtime monitoring of live deployments — Guardix focuses on repository snapshots you submit

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Accuracy and false positives