# Dev action items — 2026-08-10

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 10
- `duplicate_headline`: 8
- `underlying_reaction_disagrees`: 5

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 10 times on 2026-08-10
- Reject reason 'duplicate_headline' occurred 8 times on 2026-08-10
- Reject reason 'underlying_reaction_disagrees' occurred 5 times on 2026-08-10
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, general_catalyst
- Scanner gap: INTC — TSMC Is Pumping $64B Into Expansion — Intel Needs a $15B Stock Sale to Do It
- MU had intraday confirmation window 09:56:00–09:57:00 (stored replay)
- MU replay final monitor status: reject_vwap
- DAL had intraday confirmation window 10:24:00–10:26:00 (stored replay)
- DAL replay final monitor status: reject_vwap
- AMD had intraday confirmation window 10:01:00–10:02:00 (stored replay)
- AMD replay final monitor status: reject_vwap
- AAPL had intraday confirmation window 09:42:00–09:43:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation
- AVGO had intraday confirmation window 10:01:00–10:02:00 (stored replay)
- AVGO replay final monitor status: reject_vwap
- USO had intraday confirmation window 10:23:00–10:24:00 (stored replay)
- USO replay final monitor status: reject_vwap
- XLE replay final monitor status: watching
- NVDA replay final monitor status: reject_vwap
- INTC had intraday confirmation window 10:06:00–10:09:00 (stored replay)
- INTC replay final monitor status: reject_vwap
- JETS had intraday confirmation window 10:28:00–10:29:00 (stored replay)
- JETS replay final monitor status: reject_vwap
- MRVL replay final monitor status: watching
- SMCI had intraday confirmation window 09:56:00–09:57:00 (stored replay)
- SMCI replay final monitor status: reject_vwap
- ARM had intraday confirmation window 10:07:00–10:11:00 (stored replay)
- ARM replay final monitor status: reject_vwap
- TSM had intraday confirmation window 09:56:00–09:57:00 (stored replay)
- TSM 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