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{"event_date":"2026-08-24","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-24T13:45:00+00:00","close":455.36,"vwap":460.4089,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-24T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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{"event_date":"2026-08-24","learning_type":"opportunity_window","strategy":"a_plus","ticker":"QQQ","lesson":"QQQ had intraday confirmation window 09:45:00\u201310:30:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-24T13:45:00+00:00","close":703.05,"vwap":706.1598,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:30:00","until_utc":"2026-08-24T14:30:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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