# Dev action items — 2026-07-13

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 94
- `duplicate_headline`: 5
- `REJECT_WIDE_SPREAD`: 2
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_1203s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_1201s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_1211s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_1234s)`: 1
- `INFRASTRUCTURE_SYNC_REJECT: Market data stale (news_ingest_228s)`: 1

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 94 times on 2026-07-13
- Reject reason 'duplicate_headline' occurred 5 times on 2026-07-13
- missed_due_to_scanner_gap: add category or source for: oil_supply_or_geopolitical_shock, oil_supply_or_geopolitical_shock, oil_supply_or_geopolitical_shock, general_catalyst, general_catalyst
- MU had intraday confirmation window 09:55:00–12:31:00 (stored replay)
- MU replay final monitor status: confirmed
- INTC had intraday confirmation window 09:48:00–09:51:00 (stored replay)
- INTC replay final monitor status: reject_vwap
- SMH had intraday confirmation window 09:59:00–10:05:00 (stored replay)
- SMH replay final monitor status: reject_vwap
- SOXX had intraday confirmation window 09:58:00–10:04:00 (stored replay)
- SOXX replay final monitor status: reject_vwap
- WDC had intraday confirmation window 09:58:00–10:01:00 (stored replay)
- WDC replay final monitor status: confirmed
- AAPL had intraday confirmation window 09:45:00–09:55:00 (stored replay)
- AAPL replay final monitor status: reject_vwap
- NVDA had intraday confirmation window 09:45:00–10:00:00 (stored replay)
- NVDA replay final monitor status: confirmed
- USO had intraday confirmation window 10:17:00–10:46:00 (stored replay)
- USO 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