diff --git a/docs/contributing-assets/plugin-loading.png b/docs/contributing-assets/plugin-loading.png
new file mode 100644
index 0000000000..db5d3a4641
Binary files /dev/null and b/docs/contributing-assets/plugin-loading.png differ
diff --git a/docs/release-action.png b/docs/contributing-assets/release-action.png
similarity index 100%
rename from docs/release-action.png
rename to docs/contributing-assets/release-action.png
diff --git a/docs/plugins.md b/docs/plugins.md
index f58e64ddbb..83048d4c2b 100644
--- a/docs/plugins.md
+++ b/docs/plugins.md
@@ -6,6 +6,12 @@ Argo Rollouts plugins depend on hashicorp's [go-plugin](https://github.com/hashi
 provides a way for a plugin to be compiled as a standalone executable and then loaded by the rollouts controller at runtime.
 This works by having the plugin executable act as a rpc server and the rollouts controller act as a client. The plugin executable
 is started by the rollouts controller and is a long-lived process and that the rollouts controller connects to over a unix socket.
+
+Here is an overview of how plugins are loaded:
+
+[![Loading of plugins](contributing-assets/plugin-loading.png)](contributing-assets/plugin-loading.png)
+
+
 The communication protocol uses golang built in net/rpc library so plugins have to be written in golang.
 
 ## Plugin Repository
diff --git a/docs/releasing.md b/docs/releasing.md
index fbac456902..688bc7a8f6 100644
--- a/docs/releasing.md
+++ b/docs/releasing.md
@@ -7,7 +7,7 @@
 
 1. To automatically update the stable tag, select `Update stable tag`. (false by default)
 
-[![GitHub Release Action](release-action.png)](release-action.png)
+[![GitHub Release Action](contributing-assets/release-action.png)](contributing-assets/release-action.png)
 
 1. When the action completes, visit the generated draft [Github releases](https://github.com/argoproj/argo-rollouts/releases) and enter the details about the release:
    * Getting started (copy from previous release and new version)