diff --git a/docs/content/news/reviews-and-testimonials.md b/docs/content/news/reviews-and-testimonials.md
index 2e13a9fd74..23de632e2e 100644
--- a/docs/content/news/reviews-and-testimonials.md
+++ b/docs/content/news/reviews-and-testimonials.md
@@ -8,7 +8,7 @@ _Comments and reviews from actual KubeStellar Console (and KubeStellar galaxy) U
 
 Just spent some time exploring the KubeStellar Console-honestly, great work on this!
 
-The Al Missions and Arcade part is super cool; I've never seen K8s management made so fun and gamified before. The UI feels really snappy, and I liked how you've integrated Al/ML workload tracking (like LLM inference) right next to Cl/CD and Security. It makes things very accessible.
+The AI Missions and Arcade part is super cool; I've never seen K8s management made so fun and gamified before. The UI feels really snappy, and I liked how you've integrated AI/ML workload tracking (like LLM inference) right next to CI/CD and Security. It makes things very accessible.
 
 A couple of small things I noticed while testing:
 
diff --git a/docs/content/news/reviews.md b/docs/content/news/reviews.md
index 2e13a9fd74..23de632e2e 100644
--- a/docs/content/news/reviews.md
+++ b/docs/content/news/reviews.md
@@ -8,7 +8,7 @@ _Comments and reviews from actual KubeStellar Console (and KubeStellar galaxy) U
 
 Just spent some time exploring the KubeStellar Console-honestly, great work on this!
 
-The Al Missions and Arcade part is super cool; I've never seen K8s management made so fun and gamified before. The UI feels really snappy, and I liked how you've integrated Al/ML workload tracking (like LLM inference) right next to Cl/CD and Security. It makes things very accessible.
+The AI Missions and Arcade part is super cool; I've never seen K8s management made so fun and gamified before. The UI feels really snappy, and I liked how you've integrated AI/ML workload tracking (like LLM inference) right next to CI/CD and Security. It makes things very accessible.
 
 A couple of small things I noticed while testing:
 
diff --git a/docs/galaxy-marketplace.mdx b/docs/galaxy-marketplace.mdx
index 87a838d45c..5272036192 100644
--- a/docs/galaxy-marketplace.mdx
+++ b/docs/galaxy-marketplace.mdx
@@ -279,7 +279,7 @@ flowchart LR
 2.  **Searching**: Type keywords in the global search bar; use filters to narrow results.
 3.  **Installing**: Click "Install", review permissions in the modal, and confirm.
 4.  **Rating**: Go to the "Details" tab of an installed plugin and select a star rating.
-5.  **Updating**: specific In "My Plugins", look for the blue update arrow and click it.
+5.  **Updating**: In "My Plugins", look for the blue update arrow and click it.
 6.  **Uninstalling**: Click the trash icon in "My Plugins" and confirm removal.
 7.  **Configuring**: Click the gear icon to open the settings form for a plugin.
 8.  **Disabling**: Use the toggle switch to turn off a plugin without deleting data.