# Dev action items — 2026-07-14

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 137
- `underlying_reaction_disagrees`: 10
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_1120s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_1134s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_1001s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_1015s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_258s)`: 1

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 137 times on 2026-07-14
- Reject reason 'underlying_reaction_disagrees' occurred 10 times on 2026-07-14
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, Fed_CPI_jobs_macro_surprise
- Scanner gap: MSFT — IBM Crashes 24%, Drags Big Tech and IT Services Stocks Into Selloff
- XLE had intraday confirmation window 09:45:00–09:47:00 (stored replay)
- XLE replay final monitor status: reject_vwap
- INTC had intraday confirmation window 09:45:00–09:46:00 (stored replay)
- INTC replay final monitor status: pending_vwap_confirmation
- USO had intraday confirmation window 09:45:00–09:47:00 (stored replay)
- USO replay final monitor status: reject_vwap
- JETS had intraday confirmation window 10:34:00–10:35:00 (stored replay)
- JETS replay final monitor status: reject_vwap
- AAPL had intraday confirmation window 09:45:00–09:48:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation
- DAL had intraday confirmation window 10:01:00–10:02:00 (stored replay)
- DAL 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