diff --git a/04_5_Sending_Coins_with_Automated_Raw_Transactions.md b/04_5_Sending_Coins_with_Automated_Raw_Transactions.md
index 2bb7094..c13136f 100644
--- a/04_5_Sending_Coins_with_Automated_Raw_Transactions.md
+++ b/04_5_Sending_Coins_with_Automated_Raw_Transactions.md
@@ -10,7 +10,7 @@ The methodology for automated raw transactions is simple: you create a raw trans
 
 In order to use this command, you'll need to ensure that your ~/.bitcoin/bitcoin.conf file contains rational variables for calculating transaction fees. Please see [§4.1: Sending Coins The Easy Way](04_1_Sending_Coins_The_Easy_Way.md) for more information on this.
 
-For very conservative numbers, we suggested adding the following to the bitcoin.conf:
+For very conservative numbers, we suggested adding the following to the `bitcoin.conf`:
 ```
 mintxfee=0.0001
 txconfirmtarget=6
@@ -23,9 +23,10 @@ txconfirmtarget=1
 
 ## Create a Bare Bones Raw Transaction
 
-To use `fundrawtransaction` you first need to create a bare-bones raw transaction that lists _no_ inputs and _no_ change address. You'll just list your recipient and how much you want to send them:
+To use `fundrawtransaction` you first need to create a bare-bones raw transaction that lists _no_ inputs and _no_ change address. You'll just list your recipient and how much you want to send them, in this case `$recipient` and `0.0002` BTC.
 ```
-$ unfinishedtx=$(bitcoin-cli -named createrawtransaction inputs='''[]''' outputs='''{ "'$recipient'": 1.0 }''')
+$ recipient=n2eMqTT929pb1RDNuqEnxdaLau1rxy3efi
+$ unfinishedtx=$(bitcoin-cli -named createrawtransaction inputs='''[]''' outputs='''{ "'$recipient'": 0.0002 }''')
 ```
 
 ## Fund Your Bare Bones Transaction
@@ -34,9 +35,9 @@ You then tell `bitcoin-cli` to fund that bare-bones transaction:
 ```
 $ bitcoin-cli -named fundrawtransaction hexstring=$unfinishedtx
 {
-  "hex": "020000000169847669938c6a66ef790b87ebb6233059609bee4601476c5948db1a4defc9690100000000feffffff02a8e30f05000000001976a914a6f0ee37c44947f4137d56e4aab12f27ad50369188ac00e1f505000000001976a914e7c1345fc8f87c68170b3aa798a956c2fe6a9eff88ac00000000",
-  "changepos": 0,
-  "fee": 0.00022600
+  "hex": "02000000012db87641c6a21e5a68b20c226428544978e6ac44964d5d8060d7388000c584eb0100000000feffffff02204e0000000000001976a914e7c1345fc8f87c68170b3aa798a956c2fe6a9eff88ac781e0000000000001600140cc9cdcf45d4ea17f5227a7ead52367aad10a88400000000",
+  "fee": 0.00022200,
+  "changepos": 1
 }
 ```
 That provides a lot of useful information, but once you're confident with how it works, you'll want to use JQ to save your hex to a variable, as usual:
@@ -51,15 +52,16 @@ Running `decoderawtransaction` will show that the raw transaction is now laid ou
 ```
 $ bitcoin-cli -named decoderawtransaction hexstring=$rawtxhex3
 {
-  "txid": "2e34603b7449d29412fb7b0d184085d4d839d965f2bba361749c20d9dbae3d0b",
-  "hash": "2e34603b7449d29412fb7b0d184085d4d839d965f2bba361749c20d9dbae3d0b",
-  "size": 119,
-  "vsize": 119,
+  "txid": "b3b4c2057dbfbef6690e975ede92fde805ddea13c730f58401939a52c9ac1b99",
+  "hash": "b3b4c2057dbfbef6690e975ede92fde805ddea13c730f58401939a52c9ac1b99",
   "version": 2,
+  "size": 116,
+  "vsize": 116,
+  "weight": 464,
   "locktime": 0,
   "vin": [
     {
-      "txid": "69c9ef4d1adb48596c470146ee9b60593023b6eb870b79ef666a8c9369768469",
+      "txid": "eb84c5008038d760805d4d9644ace67849542864220cb2685a1ea2c64176b82d",
       "vout": 1,
       "scriptSig": {
         "asm": "",
@@ -70,21 +72,8 @@ $ bitcoin-cli -named decoderawtransaction hexstring=$rawtxhex3
   ],
   "vout": [
     {
-      "value": 0.84927400,
+      "value": 0.00020000,
       "n": 0,
-      "scriptPubKey": {
-        "asm": "OP_DUP OP_HASH160 123cd8796558d195e52137ce3800e5f8120ee46f OP_EQUALVERIFY OP_CHECKSIG",
-        "hex": "76a914123cd8796558d195e52137ce3800e5f8120ee46f88ac",
-        "reqSigs": 1,
-        "type": "pubkeyhash",
-        "addresses": [
-          "mhBPM8hU2PHjDTUvwa3SC7pqv8ExkK6mH8"
-        ]
-      }
-    }, 
-    {
-      "value": 1.00000000,
-      "n": 1,
       "scriptPubKey": {
         "asm": "OP_DUP OP_HASH160 e7c1345fc8f87c68170b3aa798a956c2fe6a9eff OP_EQUALVERIFY OP_CHECKSIG",
         "hex": "76a914e7c1345fc8f87c68170b3aa798a956c2fe6a9eff88ac",
@@ -94,30 +83,50 @@ $ bitcoin-cli -named decoderawtransaction hexstring=$rawtxhex3
           "n2eMqTT929pb1RDNuqEnxdaLau1rxy3efi"
         ]
       }
+    },
+    {
+      "value": 0.00007800,
+      "n": 1,
+      "scriptPubKey": {
+        "asm": "0 a782f4c6e1e75a5b24f3d675d6f11b5ebf3b2142",
+        "hex": "0014a782f4c6e1e75a5b24f3d675d6f11b5ebf3b2142",
+        "reqSigs": 1,
+        "type": "witness_v0_keyhash",
+        "addresses": [
+          "tb1q57p0f3hpuad9kf8n6e6adugmt6lnkg2zzr592r"
+        ]
+      }
     }
   ]
 }
 ```
-We saw the fee in the more extensive output, before we saved the hex to a variable with JQ, but you can verify it with the `btctxfee` JQ alias created in the [JQ Interlude](https://github.com/BlockchainCommons/Learning-Bitcoin-from-the-Command-Line/blob/master/04_2__Interlude_Using_JQ.md):
+We saw the fee in the more extensive output, before we saved the hex to a variable with JQ, but you can verify it with the `txfee-calc.sh` JQ script created in the [JQ Interlude](https://github.com/BlockchainCommons/Learning-Bitcoin-from-the-Command-Line/blob/master/04_2__Interlude_Using_JQ.md):
 ```
-$ btctxfee $rawtxhex3
-.00023
+$ ~/txfee-calc.sh $rawtxhex3
+.000222
 ```
-Finally, you can use `validateaddress` to see that the generated change address really belongs to you:
+Finally, you can use `getaddressinfo` to see that the generated change address really belongs to you:
 ```
-$ bitcoin-cli -named validateaddress address=mhBPM8hU2PHjDTUvwa3SC7pqv8ExkK6mH8
+$ bitcoin-cli -named getaddressinfo address=tb1q57p0f3hpuad9kf8n6e6adugmt6lnkg2zzr592r
 {
-  "isvalid": true,
-  "address": "mhBPM8hU2PHjDTUvwa3SC7pqv8ExkK6mH8",
-  "scriptPubKey": "76a914123cd8796558d195e52137ce3800e5f8120ee46f88ac",
+  "address": "tb1q57p0f3hpuad9kf8n6e6adugmt6lnkg2zzr592r",
+  "scriptPubKey": "0014a782f4c6e1e75a5b24f3d675d6f11b5ebf3b2142",
   "ismine": true,
+  "solvable": true,
+  "desc": "wpkh([d6043800/0'/1'/10']038a2702938e548eaec28feb92c7e4722042cfd1ea16bec9fc274640dc5be05ec5)#zpv26nar",
   "iswatchonly": false,
   "isscript": false,
-  "pubkey": "029045eaa55d283526c723e6d5495d9b3f077b545563f86465aafcd9bfdd50359e",Y
-  "iscompressed": true,
-  "timestamp": 1489170694,
-  "hdkeypath": "m/0'/0'/11'",
-  "hdmasterkeyid": "144a68bde927a1fed7c2b71ad9010b0201819be5"
+  "iswitness": true,
+  "witness_version": 0,
+  "witness_program": "a782f4c6e1e75a5b24f3d675d6f11b5ebf3b2142",
+  "pubkey": "038a2702938e548eaec28feb92c7e4722042cfd1ea16bec9fc274640dc5be05ec5",
+  "ischange": true,
+  "timestamp": 1592335137,
+  "hdkeypath": "m/0'/1'/10'",
+  "hdseedid": "fdea8e2630f00d29a9d6ff2af7bf5b358d061078",
+  "hdmasterfingerprint": "d6043800",
+  "labels": [
+  ]
 }
 ```
 Note the `ismine` results.
@@ -128,20 +137,23 @@ At this point you can sign and send the transaction as usual.
 ```
 $ signedtx3=$(bitcoin-cli -named signrawtransactionwithwallet hexstring=$rawtxhex3 | jq -r '.hex')
 $ bitcoin-cli -named sendrawtransaction hexstring=$signedtx3
+8b9dd66c999966462a3d88d6ac9405d09e2aa409c0aa830bdd08dbcbd34a36fa
 ```
 In several minutes, you'll have your change back:
 ```
 $ bitcoin-cli listunspent
 [
   {
-    "txid": "37698ad6e7f62df07c2fbc549339aa680a7fa18328d7ad14ecb72b21c505cbc6",
-    "vout": 0,
-    "address": "mhBPM8hU2PHjDTUvwa3SC7pqv8ExkK6mH8",
-    "scriptPubKey": "76a914123cd8796558d195e52137ce3800e5f8120ee46f88ac",
-    "amount": 0.84927400,
+    "txid": "8b9dd66c999966462a3d88d6ac9405d09e2aa409c0aa830bdd08dbcbd34a36fa",
+    "vout": 1,
+    "address": "tb1q57p0f3hpuad9kf8n6e6adugmt6lnkg2zzr592r",
+    "scriptPubKey": "0014a782f4c6e1e75a5b24f3d675d6f11b5ebf3b2142",
+    "amount": 0.00007800,
     "confirmations": 1,
     "spendable": true,
-    "solvable": true
+    "solvable": true,
+    "desc": "wpkh([d6043800/0'/1'/10']038a2702938e548eaec28feb92c7e4722042cfd1ea16bec9fc274640dc5be05ec5)#zpv26nar",
+    "safe": true
   }
 ]
 ```
@@ -158,4 +170,5 @@ If you must send funds with raw transactions then `fundrawtransaction` gives you
 
 ## What's Next?
 
-Advance through "bitcoin-cli" with [Chapter Five: Controlling Bitcoin Transactions](05_0_Controlling_Bitcoin_Transactions.md).
+Complete your "Sending of Bitcoin Transactions" with [§4.6: Creating a Segwit Transaction](04_6_Creating_a_Segwit_Transaction.md).
+