The automated outreach pipeline executes an isolated evaluation chain across parallel worker threads for each generated draft. First, the Red Team drafts an article using search grounding while strictly shielding the primary target URL from dead-link unwrapping. Next, the pipeline runs SSRF-guarded socket probes to prune broken citations into plain text, extracts the title, and enforces strict competitor domain blacklists. Finally, the Blue Team evaluates the draft cold at zero temperature to catch commercial patterns, automatically committing undetected articles to the content library while recording folded drafts and token metrics for auditability.