# Dev action items — 2026-08-25

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 8
- `underlying_reaction_disagrees`: 6
- `duplicate_headline`: 2

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 8 times on 2026-08-25
- Reject reason 'underlying_reaction_disagrees' occurred 6 times on 2026-08-25
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, AI_hardware_direct_catalyst, AI_hardware_direct_catalyst
- QQQ replay final monitor status: watching
- NVDA replay final monitor status: watching
- AMD replay final monitor status: reject_vwap
- AVGO had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- AVGO replay final monitor status: reject_vwap
- SOXX had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- SOXX replay final monitor status: reject_vwap
- INTC had intraday confirmation window 09:47:00–09:52:00 (stored replay)
- INTC replay final monitor status: confirmed
- MU had intraday confirmation window 09:43:00–09:52:00 (stored replay)
- MU replay final monitor status: confirmed
- AAPL replay final monitor status: watching
- SMH had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- SMH replay final monitor status: reject_vwap
- MSTR had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- MSTR replay final monitor status: confirmed
- WDC had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- WDC 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