{"event_date":"2026-08-26","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'impact_below_threshold' occurred 13 times on 2026-08-26","validation_count":1,"confidence":0.63,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"rule_candidate","strategy":"fast_news","lesson":"missed_due_to_scanner_gap: add category or source for: general_catalyst, Fed_CPI_jobs_macro_surprise, general_catalyst, general_catalyst, general_catalyst","validation_count":1,"confidence":0.6,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"scanner_gap_error","strategy":"fast_news","ticker":"INTC","lesson":"Scanner gap: INTC \u2014 Intel CFO, David Zinsner At Deutsche Bank Technology Conference Says \"We Are Goi","scanner_gap_error":true,"block_module":"scanner_gap","validation_count":1,"confidence":0.85,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL had intraday confirmation window 09:50:00\u201309:51:00 (stored replay)","opportunity_window":{"from_et":"09:50:00","from_utc":"2026-08-26T13:50:00+00:00","close":311.48,"vwap":310.6877,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:51:00","until_utc":"2026-08-26T13:51:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","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":6,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MU","lesson":"MU had intraday confirmation window 09:51:00\u201309:53:00 (stored replay)","opportunity_window":{"from_et":"09:51:00","from_utc":"2026-08-26T13:51:00+00:00","close":935.35,"vwap":935.1387,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:53:00","until_utc":"2026-08-26T13:53:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"MU","lesson":"MU replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":29,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"ARM","lesson":"ARM had intraday confirmation window 09:48:00\u201309:49:00 (stored replay)","opportunity_window":{"from_et":"09:48:00","from_utc":"2026-08-26T13:48:00+00:00","close":243.96,"vwap":241.4865,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:49:00","until_utc":"2026-08-26T13:49:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","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":22,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"TSM","lesson":"TSM had intraday confirmation window 11:37:00\u201311:38:00 (stored replay)","opportunity_window":{"from_et":"11:37:00","from_utc":"2026-08-26T15:37:00+00:00","close":417.9,"vwap":417.4997,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"11:38:00","until_utc":"2026-08-26T15:38:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"TSM","lesson":"TSM replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":12,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","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":5,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI had intraday confirmation window 09:48:00\u201309:49:00 (stored replay)","opportunity_window":{"from_et":"09:48:00","from_utc":"2026-08-26T13:48:00+00:00","close":37.9258,"vwap":37.8266,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:49:00","until_utc":"2026-08-26T13:49:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":41,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 09:49:00\u201309:50:00 (stored replay)","opportunity_window":{"from_et":"09:49:00","from_utc":"2026-08-26T13:49:00+00:00","close":86.631,"vwap":86.918,"vwap_source":"live_sample","relative_volume":0.8722,"confirmation_basis":"live_sample","until_et":"09:50:00","until_utc":"2026-08-26T13:50:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"INTC","lesson":"INTC replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":25,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA had intraday confirmation window 09:48:00\u201309:49:00 (stored replay)","opportunity_window":{"from_et":"09:48:00","from_utc":"2026-08-26T13:48:00+00:00","close":212.43,"vwap":212.3783,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:49:00","until_utc":"2026-08-26T13:49:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA 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":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 09:48:00\u201309:49:00 (stored replay)","opportunity_window":{"from_et":"09:48:00","from_utc":"2026-08-26T13:48:00+00:00","close":490.57,"vwap":484.8787,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:49:00","until_utc":"2026-08-26T13:49:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AMD","lesson":"AMD replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":25,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"XLE","lesson":"XLE had intraday confirmation window 14:17:00\u201314:19:00 (stored replay)","opportunity_window":{"from_et":"14:17:00","from_utc":"2026-08-26T18:17:00+00:00","close":62.515,"vwap":62.5245,"vwap_source":"live_sample","relative_volume":0.8968,"confirmation_basis":"live_sample","until_et":"14:19:00","until_utc":"2026-08-26T18:19:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"XLE","lesson":"XLE replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":12,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"DAL","lesson":"DAL had intraday confirmation window 10:08:00\u201310:09:00 (stored replay)","opportunity_window":{"from_et":"10:08:00","from_utc":"2026-08-26T14:08:00+00:00","close":84.42,"vwap":84.376,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:09:00","until_utc":"2026-08-26T14:09:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","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":16,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MRVL","lesson":"MRVL had intraday confirmation window 09:48:00\u201309:49:00 (stored replay)","opportunity_window":{"from_et":"09:48:00","from_utc":"2026-08-26T13:48:00+00:00","close":240.5,"vwap":239.0753,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:49:00","until_utc":"2026-08-26T13:49:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","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":31,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO had intraday confirmation window 13:39:00\u201313:40:00 (stored replay)","opportunity_window":{"from_et":"13:39:00","from_utc":"2026-08-26T17:39:00+00:00","close":352.95,"vwap":352.9253,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"13:40:00","until_utc":"2026-08-26T17:40:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","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":14,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"XOM","lesson":"XOM had intraday confirmation window 09:48:00\u201309:49:00 (stored replay)","opportunity_window":{"from_et":"09:48:00","from_utc":"2026-08-26T13:48:00+00:00","close":159.79,"vwap":158.9458,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:49:00","until_utc":"2026-08-26T13:49:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"XOM","lesson":"XOM replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":11,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"opportunity_window","strategy":"a_plus","ticker":"USO","lesson":"USO had intraday confirmation window 14:21:00\u201314:22:00 (stored replay)","opportunity_window":{"from_et":"14:21:00","from_utc":"2026-08-26T18:21:00+00:00","close":127.69,"vwap":127.7816,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"14:22:00","until_utc":"2026-08-26T18:22:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-26","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"USO","lesson":"USO replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":6,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}