# Dev action items — 2026-07-09

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 108
- `underlying_reaction_disagrees`: 3
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_982s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_241s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_240s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_233s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_225s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_332s)`: 1

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 108 times on 2026-07-09
- Reject reason 'underlying_reaction_disagrees' occurred 3 times on 2026-07-09
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, oil_supply_or_geopolitical_shock, oil_supply_or_geopolitical_shock
- AMD had intraday confirmation window 09:45:00–10:20:00 (stored replay)
- AMD replay final monitor status: reject_vwap
- INTC had intraday confirmation window 09:45:00–09:50:00 (stored replay)
- INTC replay final monitor status: reject_vwap
- USO had intraday confirmation window 09:45:00–10:42:00 (stored replay)
- USO replay final monitor status: confirmed
- JETS had intraday confirmation window 09:50:00–10:20:00 (stored replay)
- JETS replay final monitor status: confirmed
- AAPL had intraday confirmation window 09:45:00–10:01:00 (stored replay)
- AAPL replay final monitor status: confirmed
- DAL had intraday confirmation window 09:45:00–10:19:00 (stored replay)
- DAL replay final monitor status: pending_vwap_confirmation
- NVDA had intraday confirmation window 09:45:00–09:53:00 (stored replay)
- NVDA replay final monitor status: reject_vwap
- IBM had intraday confirmation window 09:45:00–13:23:00 (stored replay)
- IBM replay final monitor status: confirmed

## 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