# Dev action items — 2026-08-14

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 31
- `underlying_reaction_disagrees`: 3
- `duplicate_headline`: 1

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 31 times on 2026-08-14
- Reject reason 'underlying_reaction_disagrees' occurred 3 times on 2026-08-14
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, general_catalyst
- Scanner gap: SPY — S&P 500 Hits New Record High Following PPI Data: Investor Sentiment Improves, Fe
- Scanner gap: INTC — Congressman Ditches Blue Chip Stocks for Municipal Bonds: Here Are the Sales
- Scanner gap: INTC — Nebius Has Found a New Way to Finance AI Infrastructure
- Scanner gap: INTC — Shares of semiconductor companies are trading higher, possibly amid overall mark
- Scanner gap: INTC — Chip Stocks Power S&P 500 to Record Highs, SanDisk Soars 15%: Stock Market Today
- Scanner gap: INTC — "Disney CEO Josh D’Amaro Tells CNBC Parks Were ‘big Surprise’ In Last Quarter, C
- MU had intraday confirmation window 09:41:00–09:43:00 (stored replay)
- MU replay final monitor status: reject_vwap
- SOXX had intraday confirmation window 10:20:00–10:21:00 (stored replay)
- SOXX replay final monitor status: reject_vwap
- AMD had intraday confirmation window 11:26:00–11:27:00 (stored replay)
- AMD replay final monitor status: reject_vwap
- NVDA had intraday confirmation window 09:47:00–10:06:00 (stored replay)
- NVDA replay final monitor status: pending_vwap_confirmation
- INTC had intraday confirmation window 10:16:00–10:17:00 (stored replay)
- INTC replay final monitor status: pending_vwap_confirmation
- SMH had intraday confirmation window 09:59:00–10:01:00 (stored replay)
- SMH replay final monitor status: reject_vwap
- WDC had intraday confirmation window 09:58:00–10:02:00 (stored replay)
- WDC replay final monitor status: reject_vwap
- AVGO had intraday confirmation window 10:00:00–10:01:00 (stored replay)
- AVGO replay final monitor status: confirmed
- QQQ had intraday confirmation window 10:00:00–10:01:00 (stored replay)
- QQQ 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