diff --git a/homepage/content/articles/0050-milestone-3.md b/homepage/content/articles/0050-milestone-3.md
index c67faf0..401edbc 100644
--- a/homepage/content/articles/0050-milestone-3.md
+++ b/homepage/content/articles/0050-milestone-3.md
@@ -15,14 +15,14 @@ Milestone 3 has been completed. This is what we have achieved in the last ten we
---
-### UX improved
+### Improved UX
The Auditorium for users is now annotated with explanations of all metrics as well as analytics-specific terms. It also contains an FAQ section. In general, new metrics were added and the UX was refined for users and operators.
These updates are already *up and running in our own instance* for users. Opt in and open the Auditorium.
[Check it out](https://analytics.offen.dev/){: target="_blank" data-button="yellow"}
### Working in teams
-If you want to improve your services with transparent and fair web analytics, it is very likely that you will collaborate in groups. Therefore, in a first draft we have added basic utilities for managing user logins and accounts. These tools will be further refined during milestone 4.
+If you want to improve your services with transparent and fair web analytics, it is very likely that you collaborate in groups. Therefore, in a first draft we have added basic utilities for managing user logins and accounts. These tools will be further refined during milestone 4.
### Convenient setup
Using the command line can be a bit intimidating. This is why we have added an in-browser setup screen for a more intuitive setup. You can now use your browser to perform the initial setup.
@@ -31,7 +31,7 @@ Using the command line can be a bit intimidating. This is why we have added an i
### Goodbye Choo, hello Preact
[Choo](https://choo.io/){: target="_blank"} was a great choice to build dynamic UIs very quickly. But as the Auditorium grew, we noticed a lack of mechanisms to break interfaces into components. So we migrated the application to [Preact.](https://preactjs.com/){: target="_blank"} A better way to use modern paradigms for programming interfaces.
-### Ensuring integrity
+### Verifying download integrity
Our binaries are now signed with a GPG key. After downloading Offen, you can now check if the binary you want to use is the one we intend to distribute.
[Learn more](https://docs.offen.dev/running-offen/downloads-distributions/#verifying-the-binaries-signatures){: target="_blank" data-button="yellow"}
@@ -41,7 +41,7 @@ At the end of milestone 2 we noticed problems with the way the Safari browser st
### Ready in one minute
Self-hosting is ideal for privacy focused software. Based on free resources, you can now deploy a production ready Offen instance to Heroku in a jiffy.
-We are currently considering the development of further 1-click options for platforms such as YunoHost and DigitalOcean.
+We are currently working on further 1-click options for platforms such as [DigitalOcean](https://github.com/offen/digitalocean){: target="_blank"} and YunoHost.
[Deploy to Heroku](https://heroku.com/deploy?template=https://github.com/offen/heroku/tree/maste){: target="_blank" data-button="yellow"}
### Happy Birthday to us