# Dev action items — 2026-09-09

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 33
- `underlying_reaction_disagrees`: 9
- `duplicate_headline`: 7
- `direction_no_trade`: 1

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 33 times on 2026-09-09
- Reject reason 'underlying_reaction_disagrees' occurred 9 times on 2026-09-09
- Reject reason 'duplicate_headline' occurred 7 times on 2026-09-09
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, general_catalyst
- Scanner gap: AAPL — Apple iPhone 18 Pro Launched With New A20 Pro Chip, Siri AI, Camera Upgrades and
- MU had intraday confirmation window 11:10:00–11:19:00 (stored replay)
- MU replay final monitor status: reject_vwap
- SMH had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- SMH replay final monitor status: reject_vwap
- WDC had intraday confirmation window 14:09:00–14:11:00 (stored replay)
- WDC replay final monitor status: pending_vwap_confirmation
- AAPL had intraday confirmation window 09:50:00–10:12:00 (stored replay)
- AAPL replay final monitor status: confirmed
- QQQ had intraday confirmation window 10:19:00–10:28:00 (stored replay)
- QQQ replay final monitor status: pending_vwap_confirmation
- NVDA had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- NVDA replay final monitor status: pending_vwap_confirmation
- MSTR had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- MSTR replay final monitor status: pending_vwap_confirmation
- INTC had intraday confirmation window 11:12:00–11:13:00 (stored replay)
- INTC replay final monitor status: reject_vwap
- AMD had intraday confirmation window 11:12:00–11:13:00 (stored replay)
- AMD replay final monitor status: reject_vwap
- AVGO had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- AVGO replay final monitor status: reject_vwap
- SOXX had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- SOXX 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