diff --git a/projects/crypto-signals/data/arb-scanner/scan_log.json b/projects/crypto-signals/data/arb-scanner/scan_log.json
index 6d247ca..87ff1a7 100644
--- a/projects/crypto-signals/data/arb-scanner/scan_log.json
+++ b/projects/crypto-signals/data/arb-scanner/scan_log.json
@@ -120999,5 +120999,444 @@
         "timestamp": "2026-02-10T06:28:24.182029+00:00"
       }
     ]
+  },
+  {
+    "timestamp": "2026-02-10T06:30:17.867121+00:00",
+    "markets_scanned": 24,
+    "arbs_found": 0,
+    "opportunities": [
+      {
+        "question": "Solana Up or Down - February 10, 2:00AM-2:15AM ET",
+        "hours_left": 0.75,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 11126.47,
+        "down_ask_size": 11115.72,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 11115.72,
+        "fillable_profit": -10893.94,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:07.723736+00:00"
+      },
+      {
+        "question": "Solana Up or Down - February 10, 2:15AM-2:30AM ET",
+        "hours_left": 1.0,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 11071.1,
+        "down_ask_size": 11036.5,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 11036.5,
+        "fillable_profit": -10816.31,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:08.159508+00:00"
+      },
+      {
+        "question": "XRP Up or Down - February 10, 4AM ET",
+        "hours_left": 3.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 499.99,
+        "down_ask_size": 499.99,
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+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 499.99,
+        "fillable_profit": -490.01,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:08.606631+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 6:00PM-6:15PM ET",
+        "hours_left": 16.75,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 18546.39,
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+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 18546.39,
+        "fillable_profit": -18176.36,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:09.029106+00:00"
+      },
+      {
+        "question": "Ethereum Up or Down on February 10?",
+        "hours_left": 10.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 40486.24,
+        "down_ask_size": 13422.0,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
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+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 13422.0,
+        "fillable_profit": -13154.21,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:09.477292+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 2:30AM-2:45AM ET",
+        "hours_left": 1.25,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 18053.85,
+        "down_ask_size": 18460.67,
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+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 18053.85,
+        "fillable_profit": -17693.65,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:09.918845+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 5:15AM-5:30AM ET",
+        "hours_left": 4.0,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 17877.72,
+        "down_ask_size": 18002.55,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 17877.72,
+        "fillable_profit": -17521.03,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:10.349949+00:00"
+      },
+      {
+        "question": "XRP Up or Down - February 10, 5AM ET",
+        "hours_left": 4.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 500.0,
+        "down_ask_size": 501.42,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 500.0,
+        "fillable_profit": -490.02,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:10.778035+00:00"
+      },
+      {
+        "question": "XRP Up or Down - February 10, 9AM ET",
+        "hours_left": 8.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 430.17,
+        "down_ask_size": 501.51,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 430.17,
+        "fillable_profit": -421.59,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:11.253629+00:00"
+      },
+      {
+        "question": "Ethereum Up or Down - February 10, 4:15PM-4:30PM ET",
+        "hours_left": 15.0,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 11615.99,
+        "down_ask_size": 11600.81,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 11600.81,
+        "fillable_profit": -11369.36,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:11.670980+00:00"
+      },
+      {
+        "question": "Ethereum Up or Down - February 10, 3:45AM-4:00AM ET",
+        "hours_left": 2.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 15445.86,
+        "down_ask_size": 15430.55,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 15430.55,
+        "fillable_profit": -15122.69,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:12.107635+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 8:30AM-8:45AM ET",
+        "hours_left": 7.25,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 18505.94,
+        "down_ask_size": 18630.65,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 18505.94,
+        "fillable_profit": -18136.72,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:12.527036+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 12:00AM-4:00AM ET",
+        "hours_left": 2.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 3593.3,
+        "down_ask_size": 1333.0,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 1333.0,
+        "fillable_profit": -1306.4,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:12.954726+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 8:15AM-8:30AM ET",
+        "hours_left": 7.0,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 18546.97,
+        "down_ask_size": 18636.38,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 18546.97,
+        "fillable_profit": -18176.93,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:13.472146+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 6:15AM-6:30AM ET",
+        "hours_left": 5.0,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 17573.86,
+        "down_ask_size": 17798.26,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 17573.86,
+        "fillable_profit": -17223.24,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:13.911923+00:00"
+      },
+      {
+        "question": "S&P 500 (SPX) Up or Down on February 10?",
+        "hours_left": 14.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 32436.43,
+        "down_ask_size": 32437.66,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 32436.43,
+        "fillable_profit": -31789.28,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:14.340754+00:00"
+      },
+      {
+        "question": "Ethereum Up or Down - February 10, 8:45PM-9:00PM ET",
+        "hours_left": 19.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 10682.25,
+        "down_ask_size": 10667.25,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 10667.25,
+        "fillable_profit": -10454.42,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:14.783282+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 8:45PM-9:00PM ET",
+        "hours_left": 19.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 17673.24,
+        "down_ask_size": 17687.24,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 17673.24,
+        "fillable_profit": -17320.63,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:15.206307+00:00"
+      },
+      {
+        "question": "Amazon (AMZN) Up or Down on February 10?",
+        "hours_left": 14.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 12487.79,
+        "down_ask_size": 12486.29,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 12486.29,
+        "fillable_profit": -12237.17,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:15.635102+00:00"
+      },
+      {
+        "question": "XRP Up or Down - February 10, 1AM ET",
+        "hours_left": 0.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 524.62,
+        "down_ask_size": 532.0,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 524.62,
+        "fillable_profit": -514.15,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:16.073309+00:00"
+      },
+      {
+        "question": "Bitcoin Up or Down - February 10, 2AM ET",
+        "hours_left": 1.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 3241.88,
+        "down_ask_size": 3231.6,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 3231.6,
+        "fillable_profit": -3167.12,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:16.503863+00:00"
+      },
+      {
+        "question": "Solana Up or Down - February 10, 3AM ET",
+        "hours_left": 2.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 499.99,
+        "down_ask_size": 350.8,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 350.8,
+        "fillable_profit": -343.8,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:16.943769+00:00"
+      },
+      {
+        "question": "Coinbase (COIN) Up or Down on February 10?",
+        "hours_left": 14.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 11135.58,
+        "down_ask_size": 11156.6,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 11135.58,
+        "fillable_profit": -10913.41,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:17.394156+00:00"
+      },
+      {
+        "question": "Ethereum Up or Down - February 10, 3AM ET",
+        "hours_left": 2.5,
+        "up_ask": 0.99,
+        "down_ask": 0.99,
+        "up_ask_size": 449.55,
+        "down_ask_size": 499.99,
+        "combined": 1.98,
+        "fee_up_per_100": 0.0024,
+        "fee_down_per_100": 0.0024,
+        "total_fees_per_100": 0.0049,
+        "net_profit_per_100": -98.0,
+        "net_profit_pct": -49.5,
+        "fillable_shares": 449.55,
+        "fillable_profit": -440.58,
+        "is_arb": false,
+        "timestamp": "2026-02-10T06:30:17.828038+00:00"
+      }
+    ]
   }
 ]
\ No newline at end of file
diff --git a/projects/crypto-signals/data/leverage-game/games/1ac7d29c/players/case/portfolio.json b/projects/crypto-signals/data/leverage-game/games/1ac7d29c/players/case/portfolio.json
index 75fcf43..db59cd2 100644
--- a/projects/crypto-signals/data/leverage-game/games/1ac7d29c/players/case/portfolio.json
+++ b/projects/crypto-signals/data/leverage-game/games/1ac7d29c/players/case/portfolio.json
@@ -1,22 +1,22 @@
 {
-  "cash": 9803.735582505811,
+  "cash": 9786.703398597765,
   "positions": {
-    "HYPE_long_3ce0": {
+    "HYPE_long_9513": {
       "symbol": "HYPE",
       "direction": "long",
       "leverage": 7,
       "margin_usd": 200,
       "notional": 1400,
-      "entry_price": 30.45,
-      "current_price": 30.33,
-      "liquidation_price": 26.1,
-      "unrealized_pnl": -5.52,
+      "entry_price": 30.11,
+      "current_price": 30.11,
+      "liquidation_price": 25.8086,
+      "unrealized_pnl": 0,
       "entry_fee": 0.7,
-      "opened_at": "2026-02-10T05:45:17.772713+00:00",
-      "reason": "Long scanner score:50"
+      "opened_at": "2026-02-10T06:30:17.909320+00:00",
+      "reason": "Long scanner score:55"
     }
   },
-  "total_realized_pnl": 7.235582505812443,
-  "total_fees_paid": 3.5,
+  "total_realized_pnl": -8.396601402233529,
+  "total_fees_paid": 4.9,
   "total_funding_paid": 0
 }
\ No newline at end of file
diff --git a/projects/crypto-signals/data/leverage-game/games/1ac7d29c/players/case/trades.json b/projects/crypto-signals/data/leverage-game/games/1ac7d29c/players/case/trades.json
index 9904b51..55079ef 100644
--- a/projects/crypto-signals/data/leverage-game/games/1ac7d29c/players/case/trades.json
+++ b/projects/crypto-signals/data/leverage-game/games/1ac7d29c/players/case/trades.json
@@ -72,5 +72,35 @@
     "fee": 0.7,
     "reason": "Long scanner score:50",
     "timestamp": "2026-02-10T05:45:17.773139+00:00"
+  },
+  {
+    "action": "CLOSE",
+    "pos_id": "HYPE_long_3ce0",
+    "symbol": "HYPE",
+    "direction": "long",
+    "leverage": 7,
+    "entry_price": 30.45,
+    "exit_price": 30.11,
+    "margin_usd": 200,
+    "pnl": -15.63,
+    "pnl_pct": -7.82,
+    "fee": 0.7,
+    "liquidated": false,
+    "reason": "SL hit (-7.8%)",
+    "timestamp": "2026-02-10T06:30:04.465160+00:00"
+  },
+  {
+    "action": "OPEN",
+    "pos_id": "HYPE_long_9513",
+    "symbol": "HYPE",
+    "direction": "long",
+    "leverage": 7,
+    "margin_usd": 200,
+    "notional": 1400,
+    "entry_price": 30.11,
+    "liquidation_price": 25.8086,
+    "fee": 0.7,
+    "reason": "Long scanner score:55",
+    "timestamp": "2026-02-10T06:30:17.909814+00:00"
   }
 ]
\ No newline at end of file
diff --git a/projects/crypto-signals/data/leverage-game/trader_state.json b/projects/crypto-signals/data/leverage-game/trader_state.json
index af7c9c2..870c317 100644
--- a/projects/crypto-signals/data/leverage-game/trader_state.json
+++ b/projects/crypto-signals/data/leverage-game/trader_state.json
@@ -1,6 +1,4 @@
 {
-  "peak_pnl": {
-    "HYPE_long_3ce0": -1.6099999999999999
-  },
+  "peak_pnl": {},
   "last_alert": null
 }
\ No newline at end of file
diff --git a/projects/feed-hunter/data/kch123-tracking/stats.json b/projects/feed-hunter/data/kch123-tracking/stats.json
index a120eee..dacbc07 100644
--- a/projects/feed-hunter/data/kch123-tracking/stats.json
+++ b/projects/feed-hunter/data/kch123-tracking/stats.json
@@ -1,5 +1,5 @@
 {
-  "last_check": "2026-02-10T06:23:59.886376+00:00",
+  "last_check": "2026-02-10T06:29:34.112323+00:00",
   "total_tracked": 3100,
   "new_this_check": 0
 }
\ No newline at end of file
diff --git a/projects/kipp/research/alexa-plus-ui.md b/projects/kipp/research/alexa-plus-ui.md
new file mode 100644
index 0000000..37d34b1
--- /dev/null
+++ b/projects/kipp/research/alexa-plus-ui.md
@@ -0,0 +1,203 @@
+# Alexa+ UI Design Patterns for Smart Displays
+
+> Research compiled Feb 2026 from Amazon official sources, The Verge, CNET, PCMag, Android Central
+
+## 1. Key UI Patterns
+
+### Home Screen / Dashboard Mode
+- **Personalized home screen** that adapts based on user, time of day, and proximity
+- **Visual ID** (facial recognition via 13MP camera) — recognizes who approaches and personalizes the display (your calendar, your smart home favorites)
+- **Proximity-aware UI**: Shows larger fonts/info when you're far away, detailed widgets when close
+- **Ambient brightness adaptation** via ambient light sensor
+- **Content rotation**: Home screen cycles through widgets, photos, suggestions, weather, calendar events
+- **Home Content Categories** toggle: Users can enable/disable content types (recipes, news, shopping suggestions, etc.) via Settings > Display & Appearance > Home Content Categories
+
+### Conversation Mode (Alexa+ AI Interaction)
+- **Voice-first, screen-second**: Conversation transcription appears on-screen during voice interaction
+- **Visual aids**: Alexa+ shows pictures, videos, recipe cards, or product images as contextual visual responses
+- **Multi-turn conversation**: Follow-up questions without re-saying wake word; conversation context maintained
+- **No persistent chat window**: The conversation UI appears as an overlay during interaction and returns to dashboard when done — it's NOT a chat app
+- **Suggestion chips**: When idle, Alexa+ can display "things to try" suggestions on the home screen
+
+### Smart Home Dashboard Mode  
+- **Full-screen smart home dashboard** accessed via Menu > Smart Home or voice ("Alexa, open my smart home dashboard")
+- **Derived from Echo Hub interface** — grid of device controls with room switching
+- **Map View** integration — visual floor plan layout of devices (from Alexa Map View feature)
+- **Camera feeds** inline — view Ring/security camera live feeds directly
+- **Home/Away/Night modes** — single-tap to change home state
+- **Device status at a glance** — lights, locks, thermostats, cameras all visible
+
+### Media/Entertainment Mode
+- **Media control center**: Dedicated browsing pages for music, ambient sounds, podcasts, books
+- **TV & Videos experience**: Aggregated content from multiple streaming providers
+- **Full-screen video playback** for shows, recipes, video calls
+
+## 2. Color Schemes and Typography
+
+### Visual Design Language
+- **Clean, modern aesthetic** — described as "cleaner, sleeker full-screen UI" (The Verge)
+- **Dark backgrounds** with bright accent elements for widgets (typical of ambient displays)
+- **Adaptive brightness** — screen adjusts to room lighting automatically
+- **Photo-forward**: When idle, displays personal photos from Amazon Photos as ambient wallpaper/slideshow
+- **Card-based UI**: Information presented in distinct card/widget containers with rounded corners
+- **High contrast readability**: Font sizes scale based on distance (proximity sensor)
+
+### Typography
+- Amazon's custom typeface family (Amazon Ember)
+- **Large, glanceable text** for time, weather, calendar — designed to be read across a room
+- **Smaller detail text** when user is close/interacting
+- **Bold headers** for widget titles, lighter weight for content
+
+### Color Palette (observed from press images)
+- **Background**: Dark navy/charcoal or photo wallpaper
+- **Widget cards**: Semi-transparent dark cards with white text, or light cards with dark text
+- **Accent colors**: Alexa blue (#00CAFF-ish), warm amber for alerts/reminders
+- **Smart home controls**: Color-coded by device type (warm yellow for lights, blue for locks, etc.)
+- **Conversation UI**: Blue gradient for Alexa responses, lighter for user transcription
+
+## 3. Widget Types and Layouts
+
+### Available Widget Types (Echo Show 15/21 + new Echo Show 8/11)
+- **Clock/Time** — large, always-visible
+- **Weather** — current conditions + forecast
+- **Calendar** — daily/weekly/monthly views, multi-calendar family support
+- **Smart Home controls** — quick-access device toggles
+- **Camera feeds** — live view from Ring cameras
+- **Shopping list** — editable list
+- **To-do / Tasks** — task widget (coming soon as of late 2025)
+- **Reminders** — upcoming reminders
+- **Music/Now Playing** — currently playing media with controls
+- **Photos** — Amazon Photos slideshow
+- **Timers** — multiple cooking timers visible simultaneously
+- **Recipes** — personalized recipe suggestions (coming soon)
+- **News/Headlines** — rotating news content
+- **Sticky Notes** — personal notes
+- **Skill widgets** — third-party skill mini-views
+- **Personalized notifications** — follow-ups from recent conversations
+
+### Layout System
+- **Grid-based widget layout** — widgets snap to a grid
+- **Resizable widgets** — can be expanded/collapsed
+- **Drag-and-drop rearrangement** — long-press to enter edit mode
+- **Widget Gallery** — swipe down from top to access available widgets
+- **Different layouts for different screen sizes**:
+  - Echo Show 8 (8.7"): 1-2 widget columns, more compact
+  - Echo Show 11 (11"): 2-3 widget columns
+  - Echo Show 15 (15.6"): Full widget panel, landscape orientation, wall-mountable
+  - Echo Show 21 (21"): Largest canvas, most widgets visible simultaneously
+- **Left panel + right content**: On larger screens (15, 21), widget sidebar on left with main content area on right
+
+### Widget Interaction
+- **Tap to expand** — widgets open to full-screen detail view
+- **Swipe left** on widget pane handle to access rearrangement
+- **Voice-addressable** — "Alexa, show my calendar" opens calendar widget full-screen
+
+## 4. Conversation Interface Behavior
+
+### How It Appears
+1. **Wake word trigger** ("Alexa") — blue animation ring/bar appears at bottom of screen
+2. **Listening state** — screen shows blue animated waveform/indicator
+3. **Processing** — brief thinking animation
+4. **Response** — text transcription of conversation appears; visual content (images, cards, lists) shown alongside
+5. **Multi-turn**: Screen stays in conversation mode; displays ongoing transcript
+6. **Suggestion follow-ups**: After response, may show tappable suggestion chips
+
+### How It Disappears
+1. **Conversation ends** (timeout or "thank you") — UI fades back to home screen
+2. **Gradual transition** — conversation results may persist briefly as a notification/widget
+3. **No chat history** visible on home screen — it's ephemeral
+4. **Results persist contextually**: e.g., if you asked about weather, the weather widget may be promoted to prominent position
+
+### Visual Treatment During Conversation
+- **Overlay model**: Conversation takes over most of the screen but feels temporary
+- **Blue accent theming** during active Alexa interaction
+- **Cards/results** appear with smooth animations
+- **Shopping lists, recipes, timers** created during conversation persist as widgets after conversation ends
+
+## 5. Home Dashboard vs Chat App — Design Philosophy
+
+### What Makes It Feel Like a HOME DASHBOARD:
+- **Ambient-first**: Default state is glanceable information, not a conversation thread
+- **Photo wallpaper**: Personal photos rotate as background — feels personal and decorative
+- **Widget grid**: Calendar, weather, smart home status visible at a glance — like a family command center
+- **Proactive, not reactive**: Shows relevant info (upcoming events, weather changes) without being asked
+- **Environmental awareness**: Uses presence sensors, temperature, ambient light to adapt
+- **Family-centric**: Visual ID recognizes different family members, shows personalized content per person
+- **Physical space integration**: Smart home controls are front-and-center; the device is about controlling YOUR space
+- **Always-on display**: Designed to be glanced at throughout the day, not actively used continuously
+
+### What Makes It NOT a Chat App:
+- **No persistent conversation history** on the display
+- **No text input by default** (keyboard available for accessibility but voice is primary)
+- **Conversation is ephemeral** — appears and disappears with the interaction
+- **No message threads or bubbles** — responses are full-screen cards, not chat bubbles
+- **Content-forward**: After a conversation, the RESULT persists (timer, reminder, shopping list) not the conversation itself
+- **The display returns to ambient/dashboard mode** — chat doesn't persist as the primary view
+
+### Key Design Principles:
+1. **Glanceable over readable** — information hierarchy favors quick scanning
+2. **Voice-first, touch-second** — primary interaction is voice; touch is supplementary
+3. **Contextual intelligence** — UI adapts to who's looking, time of day, what's happening
+4. **Ambient computing** — the device fades into the background of your home, activates when needed
+5. **Family hub** — shared device, personalized per user, central to household operations
+6. **Proactive assistance** — surface relevant info before being asked (upcoming event, package delivery, missed routine)
+
+## 6. Screenshot URLs and Visual References
+
+### Official Amazon Press Images
+- About Amazon Echo Show guide: https://www.aboutamazon.com/news/devices/getting-started-echo-show-8-11-alexa-plus-features
+- New Alexa+ features overview: https://www.aboutamazon.com/news/devices/new-alexa-generative-artificial-intelligence
+
+### The Verge Hands-On Photos
+- Smart home dashboard on Echo Show 21: https://platform.theverge.com/wp-content/uploads/sites/2/2025/02/IMG_2557.jpeg
+- Echo Show UI with widgets: https://platform.theverge.com/wp-content/uploads/sites/2/2025/02/IMG_2564.jpeg
+- Shopping list UI: https://platform.theverge.com/wp-content/uploads/sites/2/2025/02/shopping-list.png
+- Full article: https://www.theverge.com/news/621008/hands-on-with-alexa-plus-smart-home-echo-show-21
+
+### Android Central Widget Customization Screenshots
+- Echo Show 15 widget gallery: https://cdn.mos.cms.futurecdn.net/mcx9KfDjTDnTyTWVygkk73.jpg
+- Widget pane expanded: https://cdn.mos.cms.futurecdn.net/WivGCjDJhDdAA3FYWeJFPW.jpg
+- Widget rearrangement: https://cdn.mos.cms.futurecdn.net/fChVCpuYSsEDewQUpxb3QQ.jpg
+- Widget customization: https://cdn.mos.cms.futurecdn.net/5B84ngX2GzNqRsdy33aUua.jpg
+- Full article: https://www.androidcentral.com/how-customize-alexa-widgets-amazon-echo-show-15
+
+### Review Articles with UI Photos
+- CNET Echo Show 11 review: https://www.cnet.com/home/smart-home/this-smart-display-is-the-best-add-on-my-kitchen-has-ever-had/
+- PCMag Echo Show 8 (2025) review: https://www.pcmag.com/reviews/amazon-echo-show-8-4th-gen-2025
+
+## 7. Technical Framework Notes
+
+### Alexa Presentation Language (APL)
+- Amazon's visual design framework for building interactive voice+visual experiences
+- Supports responsive layouts across different Echo Show screen sizes
+- Developers can build custom visual skill responses using APL
+- Reference: https://developer.amazon.com/en-US/alexa/alexa-haus/alexa-presentation-language
+
+### Device Specifications (for UI design reference)
+| Device | Screen Size | Resolution | Orientation |
+|--------|------------|------------|-------------|
+| Echo Show 5 | 5.5" | 960×480 | Landscape |
+| Echo Show 8 (2025) | 8.7" | 1340×800 | Landscape |
+| Echo Show 11 (2025) | 11" | 1920×1200 | Landscape |
+| Echo Show 15 | 15.6" | 1920×1080 | Landscape (wall-mount) |
+| Echo Show 21 | 21" | 1920×1200 | Landscape (wall-mount) |
+
+### Key Hardware Features Relevant to UI
+- **AZ3 Pro chip** with AI accelerator — enables smooth transitions, multitasking between voice and visual
+- **Omnisense presence sensor** (ultrasound + Wi-Fi radar) — fine motion detection for proximity-aware UI
+- **13MP camera with Visual ID** — facial recognition for personalization
+- **Ambient light sensor** — adaptive brightness
+- **Ambient temperature sensor** — can trigger routines
+
+---
+
+## 8. Key Takeaways for KIPP
+
+1. **Dashboard-first, conversation-second**: The display should feel like a home information hub that happens to have AI conversation capabilities, not a chatbot with a screen
+2. **Ephemeral conversation UI**: Conversations appear as overlays and fade back to dashboard — results persist, conversations don't
+3. **Widget grid system**: Modular, customizable cards that users arrange to their preference
+4. **Proximity awareness**: Different information density based on distance from screen
+5. **Visual ID / personalization**: Per-user customization is key to making a shared device feel personal
+6. **Ambient mode is the default state**: Photos, clock, weather — the device should be beautiful when idle
+7. **Proactive intelligence**: Surface information before being asked — upcoming events, deliveries, routine changes
+8. **Voice-first interaction model**: Touch/visual is supplementary to voice