In this adversarial setup, the Red Team writer uses high-reasoning Gemini models equipped with live search and URL context tools, explicitly studying the Blue Team's detection rubric to craft contextually natural content around a target link. The Blue Team evaluator then reviews the draft cold at zero temperature, attempting to distinguish commercial "money links" from organic filler links without prior knowledge of the target URL. Before an article is approved, the pipeline runs automated checks to unwrap dead citation URLs, enforce competitor domain bans, and fold any drafts that failed to place the exact link or were flagged by the detector.