diff --git a/src/data/roadmaps/backend/content/integration-patterns@iatQ3RCxESHt1CwN3PSfx.md b/src/data/roadmaps/backend/content/integration-patterns@iatQ3RCxESHt1CwN3PSfx.md
index bf009b3a2..c10ecabb2 100644
--- a/src/data/roadmaps/backend/content/integration-patterns@iatQ3RCxESHt1CwN3PSfx.md
+++ b/src/data/roadmaps/backend/content/integration-patterns@iatQ3RCxESHt1CwN3PSfx.md
@@ -6,4 +6,4 @@ Visit the following resources to learn more:
 
 - [@article@Emerging Patterns in Building GenAI Products](https://martinfowler.com/articles/gen-ai-patterns/)
 - [@article@5 Patterns for Scalable LLM Service Integration](https://latitude.so/blog/5-patterns-for-scalable-llm-service-integration/)
-- [@video@AI Design Patterns - LLM Integration: Choosing Between Direct Calls, Agents, RAG, MCP & Workflows](https://www.youtube.com/watch?v=_amJOKrM0XU)
\ No newline at end of file
+- [@video@AI Design Patterns - LLM Integration: Choosing Between Direct Calls, Agents, RAG, MCP & Workflows](https://www.youtube.com/watch?v=_amJOKrM0XU)