# Dev action items — 2026-06-12

## Detected errors
- **high_miss_rate**: 56 potential missed FN opportunities flagged

## Top reject reasons
- `not_worthy_or_duplicate`: 167

## Learning candidates (not auto-applied)
- Reject reason 'not_worthy_or_duplicate' occurred 167 times on 2026-06-12
- missed_due_to_scanner_gap: add category or source for: general_catalyst, FDA approval_or_rejection, 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