# Dev action items — 2026-08-19

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 15
- `duplicate_headline`: 7

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 15 times on 2026-08-19
- Reject reason 'duplicate_headline' occurred 7 times on 2026-08-19
- missed_due_to_scanner_gap: add category or source for: Fed_CPI_jobs_macro_surprise, Fed_CPI_jobs_macro_surprise, Fed_CPI_jobs_macro_surprise, general_catalyst, general_catalyst
- Scanner gap: AAPL — Taiwan Semiconductor’s AI Bottleneck Hands Samsung a Powerful Pricing Opportunit
- Scanner gap: USO — Shares of semiconductor companies are trading lower amid concerns that OpenAI's 
- Scanner gap: XLE — Shares of semiconductor companies are trading lower amid concerns that OpenAI's 
- Scanner gap: QQQ — Shares of semiconductor companies are trading lower amid concerns that OpenAI's 
- INTC had intraday confirmation window 11:00:00–11:01:00 (stored replay)
- INTC replay final monitor status: reject_vwap
- NVDA had intraday confirmation window 09:46:00–09:50:00 (stored replay)
- NVDA replay final monitor status: pending_vwap_confirmation
- SOXX had intraday confirmation window 09:45:00–09:50:00 (stored replay)
- SOXX replay final monitor status: pending_vwap_confirmation
- IBM had intraday confirmation window 09:46:00–09:50:00 (stored replay)
- IBM replay final monitor status: pending_vwap_confirmation
- SMH had intraday confirmation window 09:42:00–09:43:00 (stored replay)
- SMH replay final monitor status: pending_vwap_confirmation
- AMD had intraday confirmation window 09:46:00–09:50:00 (stored replay)
- AMD replay final monitor status: pending_vwap_confirmation
- QQQ had intraday confirmation window 09:45:00–10:31:00 (stored replay)
- QQQ replay final monitor status: pending_vwap_confirmation
- MU had intraday confirmation window 09:46:00–10:32:00 (stored replay)
- MU replay final monitor status: reject_vwap
- AVGO had intraday confirmation window 09:46:00–09:50:00 (stored replay)
- AVGO replay final monitor status: confirmed
- WDC had intraday confirmation window 09:45:00–12:24:00 (stored replay)
- WDC replay final monitor status: pending_vwap_confirmation
- AAPL had intraday confirmation window 09:46:00–09:50:00 (stored replay)
- AAPL 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