# Dev action items — 2026-08-05

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 38
- `duplicate_headline`: 20
- `underlying_reaction_disagrees`: 1

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 38 times on 2026-08-05
- Reject reason 'duplicate_headline' occurred 20 times on 2026-08-05
- missed_due_to_scanner_gap: add category or source for: AI_hardware_direct_catalyst, oil_supply_or_geopolitical_shock, single_stock_corporate_catalyst_gt_8_percent_first_move, general_catalyst
- USO had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- USO replay final monitor status: pending_vwap_confirmation
- AAPL had intraday confirmation window 09:51:00–10:09:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation
- SMCI had intraday confirmation window 09:45:00–09:55:00 (stored replay)
- SMCI replay final monitor status: reject_vwap
- JETS had intraday confirmation window 09:45:00–11:12:00 (stored replay)
- JETS replay final monitor status: reject_vwap
- AVGO had intraday confirmation window 10:07:00–10:09:00 (stored replay)
- AVGO replay final monitor status: reject_vwap
- INTC had intraday confirmation window 09:45:00–10:00:00 (stored replay)
- INTC replay final monitor status: pending_vwap_confirmation
- ARM had intraday confirmation window 09:45:00–10:02:00 (stored replay)
- ARM replay final monitor status: reject_vwap
- TSM had intraday confirmation window 09:45:00–10:01:00 (stored replay)
- TSM replay final monitor status: reject_vwap
- XLE had intraday confirmation window 09:45:00–09:59:00 (stored replay)
- XLE replay final monitor status: pending_vwap_confirmation
- AMD had intraday confirmation window 09:45:00–09:52:00 (stored replay)
- AMD replay final monitor status: reject_vwap
- DAL had intraday confirmation window 09:45:00–11:13:00 (stored replay)
- DAL replay final monitor status: reject_vwap
- NVDA had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- NVDA replay final monitor status: pending_vwap_confirmation
- MU had intraday confirmation window 09:45:00–10:02:00 (stored replay)
- MU replay final monitor status: reject_vwap
- CVX had intraday confirmation window 09:45:00–14:08:00 (stored replay)
- CVX replay final monitor status: pending_vwap_confirmation
- XOM had intraday confirmation window 09:45:00–10:01:00 (stored replay)
- XOM replay final monitor status: pending_vwap_confirmation
- MRVL had intraday confirmation window 09:45:00–10:01:00 (stored replay)
- MRVL replay final monitor status: reject_vwap

## Next steps
1. Review missed_fast_news entries in missed_opportunities JSON
2. Tune NEWS_FEED_DELAY_SECONDS / sandbox grace if news_stale dominates
3. Promote learning rules only after 3+ validated days