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When the eval model returns confidence: "low", a mini debate is triggered: - Beta-A argues the initial position, Beta-B argues the opposing view - A third synthesis call renders the final verdict - Debate arguments broadcast as agent_debate WebSocket events - Frontend renders debate as styled dialogue (Beta-A/Beta-B) in event log - Debate transcript stored in job_debates table for review - Fast path unchanged for high-confidence evals Fixes #21 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>