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Audit pipeline overview

Guardix runs a multi-stage pipeline on your chosen repository snapshot. It is not a single “instant scan” — stages run in sequence and may take hours for a full run.

  1. Understanding your codebase — Build a structured picture of architecture, contracts, and how pieces relate.
  2. Parallel analysis — Many checks run in parallel: broad static analysis, category-specific reviews, and optional deeper passes depending on configuration.
  3. Cross-validation — Independent AI engines challenge and merge findings so you get fewer noisy duplicates and clearer confidence.
  4. Reporting — Normalized findings, evidence, and summaries land in the dashboard and in exportable reports.
  5. Exploit verification (when enabled) — A separate path may try to demonstrate real exploitability for selected issues.

You can think of it as: context → coverage → consensus → output.

  • Progress updates as stages advance
  • Findings with severity, confidence, and locations
  • Artifacts such as system analysis (invariants, assumptions, decisions) in the UI when available