diff --git a/talks-public/2018-02-04-deposit-vault-walkthrough/deposit-vault-walkthrough.org b/talks-public/2018-02-04-deposit-vault-walkthrough/deposit-vault-walkthrough.org
--- a/talks-public/2018-02-04-deposit-vault-walkthrough/deposit-vault-walkthrough.org
+++ b/talks-public/2018-02-04-deposit-vault-walkthrough/deposit-vault-walkthrough.org
@@ -61,22 +61,22 @@
 #+BEAMER: \tiny
 #+BEGIN_SRC
 <?xml version="1.0"?>
-    <entry xmlns="http://www.w3.org/2005/Atom"
-             xmlns:codemeta="https://doi.org/10.5063/SCHEMA/CODEMETA-2.0">
-        <title>Je suis GPL</title>
-        <external_identifier>ext-id</external_identifier>
-        <codemeta:url>forge.softwareheritage.org/source/jesuisgpl/</codemeta:url>
-        <codemeta:description>Yes, this is another implementation of 
-        "Hello, world!” when you run it.</codemeta:description>
-        <codemeta:license>
-            <codemeta:name>GPL</codemeta:name>
-            <codemeta:url>https://www.gnu.org/licenses/gpl.html</codemeta:url>
-        </codemeta:license>
-        <codemeta:author>
-            <codemeta:name> Reuben Thomas and Sami Kerola </codemeta:name>
-            <codemeta:jobTitle> Maintainers </codemeta:affiliation>
-        </codemeta:author>
-    </entry>
+<entry xmlns="http://www.w3.org/2005/Atom"
+       xmlns:codemeta="https://doi.org/10.5063/SCHEMA/CODEMETA-2.0">
+    <title>Je suis GPL</title>
+    <external_identifier>ext-id</external_identifier>
+    <codemeta:url>forge.softwareheritage.org/source/jesuisgpl/</codemeta:url>
+    <codemeta:description>Yes, this is another implementation of
+    "Hello, world!” when you run it.</codemeta:description>
+    <codemeta:license>
+        <codemeta:name>GPL</codemeta:name>
+        <codemeta:url>https://www.gnu.org/licenses/gpl.html</codemeta:url>
+    </codemeta:license>
+    <codemeta:author>
+        <codemeta:name> Reuben Thomas and Sami Kerola </codemeta:name>
+        <codemeta:jobTitle> Maintainers </codemeta:affiliation>
+    </codemeta:author>
+</entry>
 
 #+END_SRC
 
@@ -86,7 +86,7 @@
 *** Pushing a single deposit with metadata
 #+BEAMER: \tiny
 #+BEGIN_SRC
-$ swh-deposit --username 'name' --password 'pass' je-suis-gpl.tgz
+$ swh-deposit --username 'name' --password 'pass' --archive je-suis-gpl.tgz
 
 #+END_SRC
 #+BEAMER: \pause
@@ -94,20 +94,11 @@
 *** Response
 #+BEAMER: \tiny 
 #+BEGIN_SRC
-<entry xmlns="http://www.w3.org/2005/Atom"...>
-    <deposit_id>11</deposit_id>
-    <deposit_date>Jan. 4, 2018, 2:51 p.m.</deposit_date>
-    <deposit_archive>je-suis-gpl.tar.gz</deposit_archive>
-    <deposit_status>ready-for-checks</deposit_status>
-    <!-- Edit-IRI -->
-    <link rel="edit" href="...softwareheritage.org/1/col/11/metadata/"/>
-    <!-- EM-IRI -->
-    <link rel="edit-media" href="...softwareheritage..org/1/col/11/media/"/>
-    <!-- State-IRI -->
-    <link rel="alternate" \
-     href="http://deposit.softwareheritage.org/1/col/11/status/"/>
-   ...
-</entry>
+{
+  'deposit_id': '15',
+  'deposit_status': 'deposited',
+  'deposit_date': 'Jan. 30, 2018, 9:37 a.m.'
+}
 #+END_SRC
 
 **  Deposit walkthrough 
@@ -115,7 +106,7 @@
 #+BEAMER: \footnotesize
     A multipart deposit with *partial* status can be:
     - completely replaced
-    - updated with new content or metadata
+    - updated with new content and/or metadata
 
 #+BEAMER: \pause
  
@@ -124,22 +115,25 @@
 #+BEGIN_SRC
 
 $ swh-deposit --username 'name' --password 'secret' \
-              --deposit-id 11 updated-je-suis-gpl.tar.gz
+              --deposit-id 11 --replace \
+              --archive updated-je-suis-gpl.tar.gz
 #+END_SRC
 #+BEAMER: \pause
 
-*** Complete multipart deposit
+*** Complete multistep deposit
 #+BEAMER: \tiny 
 #+BEGIN_SRC
 
   $ swh-deposit --username 'name' --password 'secret' --partial \
-                foo.tar.gz
+                --archive foo.tar.gz
 
   $ swh-deposit --username 'name' --password 'secret' --partial \
-                --deposit-id 42 add-foo.tar.gz
+                --deposit-id 42 \
+                --archive add-foo.tar.gz
 
   $ swh-deposit --username 'name' --password 'secret' \
-                --deposit-id 42 last-foo.tar.gz
+                --deposit-id 42 \
+                --archive last-foo.tar.gz
 
 #+END_SRC
 
@@ -179,7 +173,7 @@
 *** Checking the deposit's state
 #+BEAMER: \tiny
 #+BEGIN_SRC
-$ swh-deposit --login 'name' --pass 'secret' --deposit-id '11' \
+$ swh-deposit --username 'name' --pass 'secret' --deposit-id '11' \
               --collection 'col' --status
 #+END_SRC
 #+BEAMER: \pause
@@ -187,15 +181,13 @@
 *** 
 #+BEAMER: \tiny
 #+BEGIN_SRC
-HTTP/1.0 200 OK
-Date: Thu, 04 Jan 2018 15:20:12 GMT...
-<entry xmlns="http://www.w3.org/2005/Atom"...>
-    <deposit_id>11</deposit_id>
-    <deposit_status>done</deposit_status>
-    <deposit_status_detail>The deposit has been successfully loaded into
-                         the Software Heritage archive</deposit_status_detail>
-    <deposit_swh_id>swh:1:rev:sha1:608757ea...</deposit_swh_id>
-</entry>
+{
+  'deposit_id': 11,
+  'deposit_status': 'done',
+  'deposit_status_detail': The deposit has been successfully loaded 
+                           into the Software Heritage archive',
+  'deposit_swh_id': 'swh:1:rev:608757ea9bd8494d729732cc9a414948c160bd3c'
+}
 #+END_SRC
 
 **