# Dev action items — 2026-08-27

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 16
- `direction_no_trade`: 5
- `underlying_reaction_disagrees`: 3
- `duplicate_headline`: 2

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 16 times on 2026-08-27
- Reject reason 'direction_no_trade' occurred 5 times on 2026-08-27
- Reject reason 'underlying_reaction_disagrees' occurred 3 times on 2026-08-27
- missed_due_to_scanner_gap: add category or source for: AI_hardware_direct_catalyst, general_catalyst, general_catalyst, AI_hardware_direct_catalyst, general_catalyst
- Scanner gap: INTC — Why Is Intel Stock Surging on Thursday?
- SMCI had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- SMCI replay final monitor status: pending_vwap_confirmation
- ARM had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- ARM replay final monitor status: reject_vwap
- AMD had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- AMD replay final monitor status: pending_vwap_confirmation
- NVDA had intraday confirmation window 09:48:00–09:49:00 (stored replay)
- NVDA replay final monitor status: reject_vwap
- MU replay final monitor status: pending_vwap_confirmation
- QQQ had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- QQQ replay final monitor status: pending_vwap_confirmation
- MRVL replay final monitor status: reject_vwap
- SMH had intraday confirmation window 10:18:00–10:19:00 (stored replay)
- SMH replay final monitor status: pending_vwap_confirmation
- WDC had intraday confirmation window 10:18:00–10:19:00 (stored replay)
- WDC replay final monitor status: pending_vwap_confirmation
- AVGO had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- AVGO replay final monitor status: pending_vwap_confirmation
- DELL had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- DELL replay final monitor status: pending_vwap_confirmation
- TSM had intraday confirmation window 10:02:00–10:03:00 (stored replay)
- TSM replay final monitor status: confirmed
- SOXX had intraday confirmation window 10:18:00–10:19:00 (stored replay)
- SOXX replay final monitor status: confirmed
- INTC had intraday confirmation window 09:37:00–09:38:00 (stored replay)
- INTC replay final monitor status: pending_vwap_confirmation
- AAPL had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation

## 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