diff --git a/qdrant-landing/content/articles/vector-search-production.md b/qdrant-landing/content/articles/vector-search-production.md
index bf562df60..726d67891 100644
--- a/qdrant-landing/content/articles/vector-search-production.md
+++ b/qdrant-landing/content/articles/vector-search-production.md
@@ -3,10 +3,10 @@ title: "Vector Search in Production"
 short_description: "A comprehensive guide to running vector search in production environments"
 description: "We gathered our most recommended tips and tricks to make your production deployment run smoothly."
 preview_dir: /articles_data/vector-search-production/preview
-social_preview_image: /articles_data/vector-search-production/social_preview.jpg
+social_preview_image: /articles_data/vector-search-production/social-preview.jpg
 author: David Myriel
 author_link: 
-date: 2025-04-29T00:00:00.000Z
+date: 2025-04-30T00:00:00.000Z
 category: vector-search-manuals
 ---
 
diff --git a/qdrant-landing/static/articles_data/vector-search-production/social_preview.jpg b/qdrant-landing/static/articles_data/vector-search-production/social-preview.jpg
similarity index 100%
rename from qdrant-landing/static/articles_data/vector-search-production/social_preview.jpg
rename to qdrant-landing/static/articles_data/vector-search-production/social-preview.jpg
diff --git a/qdrant-landing/static/articles_data/vector-search-production/social_preview.png b/qdrant-landing/static/articles_data/vector-search-production/social_preview.png
deleted file mode 100644
index 3ca769f57..000000000
Binary files a/qdrant-landing/static/articles_data/vector-search-production/social_preview.png and /dev/null differ