The automated pipeline executes five sequential stages per draft: Red Team generation with search grounding, dead-link probing and unwrapping, competitor domain policy enforcement, Blue Team detection, and automated insertion into the article library for passing drafts.

flowchart LR
    A[Red Team Writer] -->|Generate Markdown| B[Dead Link Pruner]
    B -->|Cleaned Draft| C{Competitor Ban Check}
    C -->|Banned Domain Found| F1[Folded: banned-link]
    C -->|Passed| D[Blue Team Detector]
    D -->|Target Flagged| F2[Folded: detected]
    D -->|Undetected| E[(Article Library)]