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{"event_date":"2026-08-12","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 11:03:00\u201311:04:00 (stored replay)","opportunity_window":{"from_et":"11:03:00","from_utc":"2026-08-12T15:03:00+00:00","close":487.165,"vwap":487.228,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"11:04:00","until_utc":"2026-08-12T15:04:00+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":"2026-08-12","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SOXX","lesson":"SOXX had intraday confirmation window 10:02:00\u201310:03:00 (stored replay)","opportunity_window":{"from_et":"10:02:00","from_utc":"2026-08-12T14:02:00+00:00","close":550.36,"vwap":551.0927,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:03:00","until_utc":"2026-08-12T14:03:00+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":"2026-08-12","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 10:01:00\u201310:04:00 (stored replay)","opportunity_window":{"from_et":"10:01:00","from_utc":"2026-08-12T14:01:00+00:00","close":101.78,"vwap":101.8146,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:04:00","until_utc":"2026-08-12T14:04:00+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":"2026-08-12","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO had intraday confirmation window 10:01:00\u201310:04:00 (stored replay)","opportunity_window":{"from_et":"10:01:00","from_utc":"2026-08-12T14:01:00+00:00","close":421.235,"vwap":422.0725,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:04:00","until_utc":"2026-08-12T14:04:00+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":"2026-08-12","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":11,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-12","learning_type":"opportunity_window","strategy":"a_plus","ticker":"QQQ","lesson":"QQQ had intraday confirmation window 09:43:00\u201309:49:00 (stored replay)","opportunity_window":{"from_et":"09:43:00","from_utc":"2026-08-12T13:43:00+00:00","close":724.78,"vwap":725.3082,"vwap_source":"live_sample","relative_volume":0.8834,"confirmation_basis":"live_sample","until_et":"09:49:00","until_utc":"2026-08-12T13:49:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-12","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"QQQ","lesson":"QQQ replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":33,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}