A multi-agent system built to manage a faceless YouTube channel by researching tools, scriptwriting, and generating video content. The core innovation is a 'ledger' wrapper where the agent audits its own spending and revenue via markdown files, allowing it to autonomously pivot its content strategy to ensure a positive ROI.