# Dev action items — 2026-08-06

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 14
- `duplicate_headline`: 3
- `underlying_reaction_disagrees`: 1

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 14 times on 2026-08-06
- Reject reason 'duplicate_headline' occurred 3 times on 2026-08-06
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, FDA approval_or_rejection
- QQQ had intraday confirmation window 11:45:00–11:57:00 (stored replay)
- QQQ replay final monitor status: pending_vwap_confirmation
- SOXX had intraday confirmation window 15:50:00–15:51:00 (stored replay)
- SOXX replay final monitor status: pending_vwap_confirmation
- SMH had intraday confirmation window 15:57:00–15:58:00 (stored replay)
- SMH replay final monitor status: pending_vwap_confirmation
- NOW had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- NOW replay final monitor status: pending_vwap_confirmation
- INTC had intraday confirmation window 15:57:00–15:58:00 (stored replay)
- INTC replay final monitor status: pending_vwap_confirmation
- WDC had intraday confirmation window 15:56:00–15:59:00 (stored replay)
- WDC replay final monitor status: pending_vwap_confirmation
- AMD replay final monitor status: reject_vwap
- AAPL had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation
- MU had intraday confirmation window 15:57:00–15:58:00 (stored replay)
- MU replay final monitor status: pending_vwap_confirmation
- NVDA had intraday confirmation window 13:01:00–13:03:00 (stored replay)
- NVDA replay final monitor status: pending_vwap_confirmation
- AVGO had intraday confirmation window 15:57:00–15:58:00 (stored replay)
- AVGO 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