{"event_date":"2026-08-31","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'impact_below_threshold' occurred 23 times on 2026-08-31","validation_count":1,"confidence":0.73,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'duplicate_headline' occurred 7 times on 2026-08-31","validation_count":1,"confidence":0.5700000000000001,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"rule_candidate","strategy":"fast_news","lesson":"missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, oil_supply_or_geopolitical_shock, AI_hardware_direct_catalyst, general_catalyst","validation_count":1,"confidence":0.6,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"DAL","lesson":"DAL had intraday confirmation window 11:10:00\u201311:55:00 (stored replay)","opportunity_window":{"from_et":"11:10:00","from_utc":"2026-08-31T15:10:00+00:00","close":78.26,"vwap":78.2336,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"11:55:00","until_utc":"2026-08-31T15:55:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"DAL","lesson":"DAL replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":38,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA had intraday confirmation window 09:49:00\u201309:50:00 (stored replay)","opportunity_window":{"from_et":"09:49:00","from_utc":"2026-08-31T13:49:00+00:00","close":217.89,"vwap":217.8359,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:50:00","until_utc":"2026-08-31T13:50:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","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":54,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 09:59:00\u201310:00:00 (stored replay)","opportunity_window":{"from_et":"09:59:00","from_utc":"2026-08-31T13:59:00+00:00","close":471.23,"vwap":470.3715,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:00:00","until_utc":"2026-08-31T14:00:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AMD","lesson":"AMD replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":40,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MRVL","lesson":"MRVL had intraday confirmation window 11:28:00\u201311:29:00 (stored replay)","opportunity_window":{"from_et":"11:28:00","from_utc":"2026-08-31T15:28:00+00:00","close":212.52,"vwap":212.344,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"11:29:00","until_utc":"2026-08-31T15:29:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"MRVL","lesson":"MRVL replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":14,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI had intraday confirmation window 09:49:00\u201309:50:00 (stored replay)","opportunity_window":{"from_et":"09:49:00","from_utc":"2026-08-31T13:49:00+00:00","close":37.2524,"vwap":36.6585,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:50:00","until_utc":"2026-08-31T13:50:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":18,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"ARM","lesson":"ARM had intraday confirmation window 09:49:00\u201309:50:00 (stored replay)","opportunity_window":{"from_et":"09:49:00","from_utc":"2026-08-31T13:49:00+00:00","close":242.94,"vwap":241.11,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:50:00","until_utc":"2026-08-31T13:50:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"ARM","lesson":"ARM replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":8,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL had intraday confirmation window 14:09:00\u201314:10:00 (stored replay)","opportunity_window":{"from_et":"14:09:00","from_utc":"2026-08-31T18:09:00+00:00","close":315.6,"vwap":315.5412,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"14:10:00","until_utc":"2026-08-31T18:10:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":10,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"JETS","lesson":"JETS had intraday confirmation window 10:36:00\u201310:38:00 (stored replay)","opportunity_window":{"from_et":"10:36:00","from_utc":"2026-08-31T14:36:00+00:00","close":28.565,"vwap":28.5584,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:38:00","until_utc":"2026-08-31T14:38:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"JETS","lesson":"JETS replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":63,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NOW","lesson":"NOW had intraday confirmation window 09:36:00\u201309:54:00 (stored replay)","opportunity_window":{"from_et":"09:36:00","from_utc":"2026-08-31T13:36:00+00:00","close":145.55,"vwap":144.5637,"vwap_source":"live_sample","relative_volume":0.9058,"confirmation_basis":"live_sample","until_et":"09:54:00","until_utc":"2026-08-31T13:54:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NOW","lesson":"NOW replay final monitor status: confirmed","final_monitor_status":"confirmed","transition_count":111,"block_module":"strategy_rules","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MU","lesson":"MU had intraday confirmation window 09:49:00\u201309:50:00 (stored replay)","opportunity_window":{"from_et":"09:49:00","from_utc":"2026-08-31T13:49:00+00:00","close":939.865,"vwap":939.5912,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:50:00","until_utc":"2026-08-31T13:50:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"MU","lesson":"MU replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":28,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 09:48:00\u201309:59:00 (stored replay)","opportunity_window":{"from_et":"09:48:00","from_utc":"2026-08-31T13:48:00+00:00","close":91.0415,"vwap":90.7279,"vwap_source":"live_sample","relative_volume":1.1482,"confirmation_basis":"live_sample","until_et":"09:59:00","until_utc":"2026-08-31T13:59:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"INTC","lesson":"INTC replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":10,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"TSM","lesson":"TSM had intraday confirmation window 09:49:00\u201309:50:00 (stored replay)","opportunity_window":{"from_et":"09:49:00","from_utc":"2026-08-31T13:49:00+00:00","close":421.77,"vwap":420.5085,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:50:00","until_utc":"2026-08-31T13:50:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"TSM","lesson":"TSM replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":20,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO had intraday confirmation window 11:57:00\u201311:58:00 (stored replay)","opportunity_window":{"from_et":"11:57:00","from_utc":"2026-08-31T15:57:00+00:00","close":368.85,"vwap":368.652,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"11:58:00","until_utc":"2026-08-31T15:58:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":16,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"XLE","lesson":"XLE had intraday confirmation window 09:59:00\u201310:01:00 (stored replay)","opportunity_window":{"from_et":"09:59:00","from_utc":"2026-08-31T13:59:00+00:00","close":64.02,"vwap":64.0481,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:01:00","until_utc":"2026-08-31T14:01:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"XLE","lesson":"XLE replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":91,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"opportunity_window","strategy":"a_plus","ticker":"USO","lesson":"USO had intraday confirmation window 09:58:00\u201312:25:00 (stored replay)","opportunity_window":{"from_et":"09:58:00","from_utc":"2026-08-31T13:58:00+00:00","close":133.8,"vwap":133.8338,"vwap_source":"live_sample","relative_volume":1.3461,"confirmation_basis":"live_sample","until_et":"12:25:00","until_utc":"2026-08-31T16:25:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-31","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"USO","lesson":"USO replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":54,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}