# Dev action items — 2026-08-26

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 13
- `underlying_reaction_disagrees`: 2
- `direction_no_trade`: 2
- `duplicate_headline`: 1

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 13 times on 2026-08-26
- missed_due_to_scanner_gap: add category or source for: general_catalyst, Fed_CPI_jobs_macro_surprise, general_catalyst, general_catalyst, general_catalyst
- Scanner gap: INTC — Intel CFO, David Zinsner At Deutsche Bank Technology Conference Says "We Are Goi
- AAPL had intraday confirmation window 09:50:00–09:51:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation
- MU had intraday confirmation window 09:51:00–09:53:00 (stored replay)
- MU replay final monitor status: reject_vwap
- ARM had intraday confirmation window 09:48:00–09:49:00 (stored replay)
- ARM replay final monitor status: pending_vwap_confirmation
- TSM had intraday confirmation window 11:37:00–11:38:00 (stored replay)
- TSM replay final monitor status: pending_vwap_confirmation
- JETS replay final monitor status: reject_vwap
- SMCI had intraday confirmation window 09:48:00–09:49:00 (stored replay)
- SMCI replay final monitor status: reject_vwap
- INTC had intraday confirmation window 09:49:00–09:50:00 (stored replay)
- INTC replay final monitor status: pending_vwap_confirmation
- NVDA had intraday confirmation window 09:48:00–09:49:00 (stored replay)
- NVDA replay final monitor status: reject_vwap
- AMD had intraday confirmation window 09:48:00–09:49:00 (stored replay)
- AMD replay final monitor status: reject_vwap
- XLE had intraday confirmation window 14:17:00–14:19:00 (stored replay)
- XLE replay final monitor status: pending_vwap_confirmation
- DAL had intraday confirmation window 10:08:00–10:09:00 (stored replay)
- DAL replay final monitor status: reject_vwap
- MRVL had intraday confirmation window 09:48:00–09:49:00 (stored replay)
- MRVL replay final monitor status: pending_vwap_confirmation
- AVGO had intraday confirmation window 13:39:00–13:40:00 (stored replay)
- AVGO replay final monitor status: pending_vwap_confirmation
- XOM had intraday confirmation window 09:48:00–09:49:00 (stored replay)
- XOM replay final monitor status: reject_vwap
- USO had intraday confirmation window 14:21:00–14:22:00 (stored replay)
- USO 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