a7c2bfc7da2c1391c023e5b5e7d5ef72e55aab5e
Auto-scan and level-breach alert paths attach the panel AFTER the quality gate and dedup decision (no LLM spend on suppressed alerts), via run_in_executor so the event loop stays free. Alert message gains a two-line 🤖 AI Panel block (verdict + confidence + rationale, persona votes); /status shows the daily panel budget when the feature is on. Claude-Session: https://claude.ai/code/session_01SisdfkxnXNL9iZsXxN3T15
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