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Validation

Validation means Guardix does not treat a single pass as the final word. Multiple independent AI engines review and compare candidate issues.

  • Fewer false positives — noise is reduced when different engines disagree or cannot reproduce a claim.
  • Clearer confidence — items that survive cross-checks tend to be more actionable.
  • Better prioritization — your team spends time on issues that hold up under scrutiny.

Each finding may include:

  • Severity — how critical the issue is if real
  • Confidence — how strongly the evidence holds up after validation
  • Evidence — code locations, rationale, and supporting detail

Exact labels and layouts follow the in-product UI.

Validation improves accuracy but does not guarantee completeness. Novel bugs, integration issues, or economic attacks may still require human review.

See also Accuracy and false positives.