# Dev action items — 2026-08-12

## Detected errors
- None critical

## Top reject reasons

## Learning candidates (not auto-applied)
- Scanner gap: INTC — Tech Veteran Warns Nvidia Is Playing Intel’s Old Game Against AMD — and It Could
- AMD had intraday confirmation window 11:03:00–11:04:00 (stored replay)
- AMD replay final monitor status: pending_vwap_confirmation
- SOXX had intraday confirmation window 10:02:00–10:03:00 (stored replay)
- SOXX replay final monitor status: pending_vwap_confirmation
- INTC had intraday confirmation window 10:01:00–10:04:00 (stored replay)
- INTC replay final monitor status: confirmed
- AVGO had intraday confirmation window 10:01:00–10:04:00 (stored replay)
- AVGO replay final monitor status: pending_vwap_confirmation
- NVDA replay final monitor status: pending_vwap_confirmation
- QQQ had intraday confirmation window 09:43:00–09:49:00 (stored replay)
- QQQ 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