diff --git a/ai/langchain-skills-agent/README.md b/ai/langchain-skills-agent/README.md
index 3742ac9e..ad4a71f6 100644
--- a/ai/langchain-skills-agent/README.md
+++ b/ai/langchain-skills-agent/README.md
@@ -12,7 +12,7 @@ A modular, skill-based agent built with LangChain that demonstrates a clean arch
 - **Simple deployment**: Integrates with container registries and CI/CD pipelines.
 - **Managed endpoint**: Provides a secure http endpoint with a managed certificate.
 
-## Why RedHat AI Inference Service
+## Why Red Hat AI Inference Service
 
 This agent uses the [RedHat AI Inference Service](https://cloud.ibm.com/inference/overview) for its LLM capabilities, offering:
 
@@ -232,4 +232,4 @@ For the full deployment walkthrough, see [DEPLOYMENT.md](DEPLOYMENT.md).
 
 ---
 
-**Built with ❤️ using LangChain and IBM Cloud Code Engine**
\ No newline at end of file
+**Built with ❤️ using LangChain and IBM Cloud Code Engine**