# Dev action items — 2026-06-22

## Detected errors
- **high_miss_rate**: 304 potential missed FN opportunities flagged

## Top reject reasons
- `not_worthy_or_duplicate`: 327
- `impact_below_threshold`: 26
- `reject_stale_data`: 25

## Learning candidates (not auto-applied)
- Reject reason 'not_worthy_or_duplicate' occurred 327 times on 2026-06-22
- Reject reason 'impact_below_threshold' occurred 26 times on 2026-06-22
- Reject reason 'reject_stale_data' occurred 25 times on 2026-06-22
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, general_catalyst

## 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