DEJAN's adversarial outreach engine pairs a Red Team generator that writes natural articles around target links with a Blue Team detector that attempts to identify paid placements, saving only drafts that pass automated link verification undetected.
sequenceDiagram
autonumber
participant Red as Red Team (Writer)
participant Prune as Link Verifier
participant Blue as Blue Team (Detector)
participant Lib as Content Library
participant Fold as Folded Bucket
Red->>Red: Drafts article with target link
Red->>Prune: Raw markdown draft
Prune->>Prune: Check 404s & banned co-links
alt Contains Banned Co-Link
Prune->>Fold: Mark 'banned-link'
else Valid Links
Prune->>Blue: Cleaned draft
Blue->>Blue: Inspect for commercial placement
alt Money Link Detected
Blue->>Fold: Mark 'detected'
else Undetected & Natural
Blue->>Lib: Mark 'passed' (Save Article)
end
end