# Dev action items — 2026-08-17

## Detected errors
- None critical

## Top reject reasons
- `impact_below_threshold`: 28
- `duplicate_headline`: 5

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 28 times on 2026-08-17
- Reject reason 'duplicate_headline' occurred 5 times on 2026-08-17
- missed_due_to_scanner_gap: add category or source for: AI_hardware_direct_catalyst, AI_hardware_direct_catalyst, general_catalyst, general_catalyst, general_catalyst
- Scanner gap: MU — Stock Market Today: Dow Futures Slip, S&P 500 Rises as September Fed Hike Odds F
- Scanner gap: MU — Stanley Druckenmiller Just Made a Big Bet on IREN While Dumping Broadcom, Intel 
- Scanner gap: INTC — Intel Form4 Filing Shows CEO Lip-Bu Tan Buys 105,263 Shares At $95/Share, Increa
- Scanner gap: INTC — Soros Fund Management Reports Share Stake Of 100,000 Shares In Intel Corp
- Scanner gap: INTC — Coatue Management Reports Share Stake Of 12.1M Shares In Intel
- Scanner gap: MU — Stock Market Today: Dow Futures Slip, S&P 500 Rises as September Fed Hike Odds F
- Scanner gap: NVDA — NVIDIA Says OpenAI Committed To Substantial Deployments Of NVIDIA AI Infrastruct
- Scanner gap: MU — David Tepper Cuts Micron Stake, Exits SanDisk as Appaloosa Goes Big on These Mag
- Scanner gap: INTC — What's Going On With Intel Stock Monday?
- Scanner gap: INTC — QUICK SPARK: Intel Stock Rises After CEO Spends $10 Million on Shares
- Scanner gap: INTC — QUICK SPARK: Intel Stock Rises After CEO Spends $10 Million on Shares
- Scanner gap: AAPL — Micron’s AI Boom Could Unlock a $640 Billion Cash Flow Machine, But the Market B
- Scanner gap: MU — SanDisk Rips 10%, Micron Rises 6% as AI Memory Frenzy Builds: Stock Market Today
- AAPL had intraday confirmation window 09:51:00–09:52:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation
- AVGO had intraday confirmation window 10:14:00–10:17:00 (stored replay)
- AVGO replay final monitor status: reject_vwap
- MSTR had intraday confirmation window 09:59:00–10:01:00 (stored replay)
- MSTR replay final monitor status: reject_vwap
- ARM had intraday confirmation window 09:47:00–09:48:00 (stored replay)
- ARM replay final monitor status: reject_vwap
- DAL had intraday confirmation window 09:51:00–09:52:00 (stored replay)
- DAL replay final monitor status: reject_vwap
- XOM had intraday confirmation window 10:56:00–11:08:00 (stored replay)
- XOM replay final monitor status: reject_vwap
- INTC had intraday confirmation window 09:49:00–11:24:00 (stored replay)
- INTC replay final monitor status: reject_vwap
- MRVL had intraday confirmation window 09:47:00–09:48:00 (stored replay)
- MRVL replay final monitor status: reject_vwap
- USO had intraday confirmation window 09:51:00–09:52:00 (stored replay)
- USO replay final monitor status: reject_vwap
- MU had intraday confirmation window 09:41:00–09:42:00 (stored replay)
- MU replay final monitor status: reject_vwap
- JETS had intraday confirmation window 10:53:00–10:54:00 (stored replay)
- JETS replay final monitor status: reject_vwap
- NVDA had intraday confirmation window 09:53:00–09:54:00 (stored replay)
- NVDA replay final monitor status: reject_vwap
- SMCI had intraday confirmation window 09:57:00–09:58:00 (stored replay)
- SMCI replay final monitor status: reject_vwap
- XLE had intraday confirmation window 09:51:00–09:53:00 (stored replay)
- XLE replay final monitor status: reject_vwap
- TSM had intraday confirmation window 10:11:00–10:12:00 (stored replay)
- TSM replay final monitor status: reject_vwap
- NOW replay final monitor status: reject_vwap
- AMD had intraday confirmation window 09:51:00–09:52:00 (stored replay)
- AMD replay final monitor status: reject_vwap

## 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