diff --git a/content/posts/publicproto.md b/content/posts/publicproto.md
index 3fa9836..c9a5dff 100644
--- a/content/posts/publicproto.md
+++ b/content/posts/publicproto.md
@@ -47,7 +47,7 @@ will now focus on the new one.
 
 We invite you to give this version a try, but expect some rough edges. 
 But whatever you do, enjoy your summer (or your winter for the southern
-hemisphere guys out there)! 
+hemisphere people out there)! 
 
 Signing out for summer, 
 
diff --git a/public/img/FZGL_PFD.jpg b/public/img/FZGL_PFD.jpg
index fcfd545..c1b639e 100644
Binary files a/public/img/FZGL_PFD.jpg and b/public/img/FZGL_PFD.jpg differ
diff --git a/public/img/FZGL_PFV.jpg b/public/img/FZGL_PFV.jpg
index d50b4c8..a2ab593 100644
Binary files a/public/img/FZGL_PFV.jpg and b/public/img/FZGL_PFV.jpg differ
diff --git a/public/img/FZGL_PPR.jpg b/public/img/FZGL_PPR.jpg
index d16c608..c666f27 100644
Binary files a/public/img/FZGL_PPR.jpg and b/public/img/FZGL_PPR.jpg differ
diff --git a/public/index.xml b/public/index.xml
index 004b18a..653e303 100644
--- a/public/index.xml
+++ b/public/index.xml
@@ -14,7 +14,7 @@
       
       <guid>https://avaframe.org/posts/publicproto/</guid>
       <description>In case you wondered where your beloved monthly update is, it was delayed due to us working on a big announcement:
-We released version 0.5 our so called public prototype.
+We released version 0.5, our so called public prototype.
 So now why is this big? (Apart from being a project milestone, which you couldn&amp;rsquo;t care less about I guess)
 This is the first release that is being tested for application in operational hazard mapping.
 To achieve this, quite a few things changed:</description>
diff --git a/public/posts/index.xml b/public/posts/index.xml
index 306b5a1..4e4ee69 100644
--- a/public/posts/index.xml
+++ b/public/posts/index.xml
@@ -14,7 +14,7 @@
       
       <guid>https://avaframe.org/posts/publicproto/</guid>
       <description>In case you wondered where your beloved monthly update is, it was delayed due to us working on a big announcement:
-We released version 0.5 our so called public prototype.
+We released version 0.5, our so called public prototype.
 So now why is this big? (Apart from being a project milestone, which you couldn&amp;rsquo;t care less about I guess)
 This is the first release that is being tested for application in operational hazard mapping.
 To achieve this, quite a few things changed:</description>
diff --git a/public/posts/publicproto/index.html b/public/posts/publicproto/index.html
index 1efb1ef..67eb7bf 100644
--- a/public/posts/publicproto/index.html
+++ b/public/posts/publicproto/index.html
@@ -91,7 +91,7 @@
 
     <p>In case you wondered where your beloved monthly update is, it was delayed due to
 us working on a big announcement:</p>
-<p>We released <a href="https://github.com/avaframe/AvaFrame/releases/tag/v0.5">version 0.5</a> 
+<p>We released <a href="https://github.com/avaframe/AvaFrame/releases/tag/v0.5">version 0.5</a>, 
 our so called <strong>public prototype</strong>.</p>
 <p>So now why is this big? (Apart from being a project milestone, which you couldn&rsquo;t
 care less about I guess)</p>
@@ -136,15 +136,15 @@ See examples for the test case ALR at the end of this post.</p>
 </ul>
 <p>We invite you to give this version a try, but expect some rough edges. 
 But whatever you do, enjoy your summer (or your winter for the southern
-hemisphere guys out there)!</p>
-<p>Signing out for summer, 
-Felix</p>
+hemisphere people out there)!</p>
+<p>Signing out for summer,</p>
+<p>Felix</p>
 <p>Peak flow depth
-<img src="/img/FZGL_PFD.jpg" alt="Example image"></p>
+<img src="/img/FZGL_PFD.jpg" alt="Peak flow depth"></p>
 <p>Peak flow pressure
-<img src="/img/FZGL_PPR.jpg" alt="Example image"></p>
+<img src="/img/FZGL_PPR.jpg" alt="Peak pressure"></p>
 <p>Peak flow velocity
-<img src="/img/FZGL_PFV.jpg" alt="Example image"></p>
+<img src="/img/FZGL_PFV.jpg" alt="Peak flow velocity"></p>
 
   </article>