# Dev action items — 2026-08-07

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 7
- `underlying_reaction_disagrees`: 4
- `duplicate_headline`: 2

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 7 times on 2026-08-07
- Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-08-07
- missed_due_to_scanner_gap: add category or source for: oil_supply_or_geopolitical_shock
- SOXX had intraday confirmation window 10:28:00–10:29:00 (stored replay)
- SOXX replay final monitor status: pending_vwap_confirmation
- WDC had intraday confirmation window 09:36:00–11:24:00 (stored replay)
- WDC replay final monitor status: reject_vwap
- AAPL had intraday confirmation window 10:04:00–10:05:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation
- AVGO had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- AVGO replay final monitor status: reject_vwap
- NVDA had intraday confirmation window 09:57:00–09:58:00 (stored replay)
- NVDA replay final monitor status: reject_vwap
- SMH had intraday confirmation window 09:47:00–09:48:00 (stored replay)
- SMH replay final monitor status: reject_vwap
- AMD had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- AMD replay final monitor status: reject_vwap
- INTC had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- INTC replay final monitor status: reject_vwap
- QQQ had intraday confirmation window 09:46:00–09:47:00 (stored replay)
- QQQ replay final monitor status: reject_vwap
- MU had intraday confirmation window 09:43:00–09:44:00 (stored replay)
- MU 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