diff --git a/docs/2.developers/4.user-guide/10.introduction/10.welcome.md b/docs/2.developers/4.user-guide/10.introduction/10.welcome.md
index 8fa1f6c0..88153561 100644
--- a/docs/2.developers/4.user-guide/10.introduction/10.welcome.md
+++ b/docs/2.developers/4.user-guide/10.introduction/10.welcome.md
@@ -14,7 +14,7 @@ It's the ideal solution for real-time processing use cases like streaming ETL or
 
 ::article-img
 ---
-src: '/assets/content/documentation/Products-diag-new.svg'
+src: '/assets/content/documentation/products-diag-new.svg'
 alt: 'Pathway Product overview'
 title: "Pathway Product overview: Pathway Core Framework and RAG app"
 quality: '100'
@@ -47,8 +47,8 @@ If you are looking for the AI Pipelines, you can find the associated docs [here]
 src: '/assets/content/documentation/why-pathway/why-pathway-rust-new.svg'
 alt: 'Pathway Rust engine makes it fast, scalable, and safe.'
 zoomable: true
-class: 'mx-auto'
-width: '800'
+class: 'mx-auto mt-16 mb-8'
+width: '500'
 ---
 ::
 
diff --git a/docs/2.developers/4.user-guide/10.introduction/60.why-pathway.md b/docs/2.developers/4.user-guide/10.introduction/60.why-pathway.md
index c9edbc33..7b03ec9d 100644
--- a/docs/2.developers/4.user-guide/10.introduction/60.why-pathway.md
+++ b/docs/2.developers/4.user-guide/10.introduction/60.why-pathway.md
@@ -52,7 +52,7 @@ With its full Python compatibility, Pathway is easy to use, from the installatio
 <!-- ![Pathway Rust engine makes it fast, scalable, and safe.](/assets/content/documentation/why-pathway/why-pathway-rust.svg) -->
 ::article-img
 ---
-src: '/assets/content/documentation/why-pathway/why-pathway-rust.svg'
+src: '/assets/content/documentation/why-pathway/why-pathway-rust-new.svg'
 alt: 'Pathway Rust engine makes it fast, scalable, and safe.'
 zoomable: true
 class: 'mx-auto'