diff --git a/.gitignore b/.gitignore
index 07860d5..c9b89bb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -26,3 +26,5 @@ dist/index.html
 
 # MCP configuration (personal settings)
 .mcp.json
+
+.playwright-mcp/
\ No newline at end of file
diff --git a/index.html b/index.html
index a57b758..7be06df 100644
--- a/index.html
+++ b/index.html
@@ -7,13 +7,13 @@
     <title>Don Branson | AI Engineer, Production Systems Architect & Mentor</title>
 
     <!-- Basic Meta Tags -->
-    <meta name="description" content="Don Branson - AI Engineer & Mentor to 100+ engineers (95%+ retention rate). Production LangGraph agents, RAG evaluation, MCP integration. LangChain, OpenAI, Anthropic, AI Makerspace Lead Mentor.">
+    <meta name="description" content="Don Branson - AI Engineer & Mentor to 100+ engineers (90%+ retention rate). Production LangGraph agents, RAG evaluation, MCP integration. LangChain, OpenAI, Anthropic, AI Makerspace Lead Mentor.">
     <meta name="keywords" content="AI Engineer, LangGraph, RAG evaluation, Model Context Protocol, MCP, Agentic RAG, LangSmith, RAGAS, AI mentorship, AI bootcamp instructor, production AI systems, LangChain, OpenAI Agents SDK, semantic caching, Cohere Rerank, vector search, Qdrant, synthetic data generation, AI Makerspace, Solutions Architect, Knowledge Graphs, Large Language Models, PyTorch, Hugging Face, Anthropic Claude, agent orchestration, LangGraph Server, multi-agent systems, RAG optimization, AI evaluation metrics, production deployment, AI teaching">
     <meta name="author" content="Don Branson">
     
     <!-- OpenGraph Tags -->
     <meta property="og:title" content="Don Branson | AI Engineer, Production Systems Architect & Mentor">
-    <meta property="og:description" content="Production AI Engineer mentoring 100+ engineers with 95%+ retention. LangGraph agents, RAG evaluation, MCP. AI Makerspace Lead Mentor teaching production-grade AI systems.">
+    <meta property="og:description" content="Production AI Engineer mentoring 100+ engineers with 90%+ retention. LangGraph agents, RAG evaluation, MCP. AI Makerspace Lead Mentor teaching production-grade AI systems.">
     <meta property="og:type" content="website">
     <meta property="og:url" content="https://donbr.github.io/">
     <meta property="og:image" content="https://donbr.github.io/og-image.jpg">
@@ -21,7 +21,7 @@
     <!-- Twitter Card Tags -->
     <meta name="twitter:card" content="summary_large_image">
     <meta name="twitter:title" content="Don Branson | AI Engineer & Mentor to 100+ Engineers">
-    <meta name="twitter:description" content="Building production LangGraph agents & teaching AI engineers with 95%+ retention rate. LangChain, RAG, MCP integration.">
+    <meta name="twitter:description" content="Building production LangGraph agents & teaching AI engineers with 90%+ retention rate. LangChain, RAG, MCP integration.">
     <meta name="twitter:image" content="https://donbr.github.io/og-image.jpg">
     
     <!-- Structured Data -->
diff --git a/src/pages/HomePage.tsx b/src/pages/HomePage.tsx
index 31121b2..3504790 100644
--- a/src/pages/HomePage.tsx
+++ b/src/pages/HomePage.tsx
@@ -30,7 +30,7 @@ const HomePage: React.FC = () => {
             <h1 className="text-4xl font-bold text-gray-800 mb-4">Don Branson</h1>
             <p className="text-xl text-gray-600 mb-4">AI Engineer | Production Systems Architect | Mentor to 100+ AI Engineers</p>
             <p className="text-lg text-gray-700 mb-8 max-w-3xl mx-auto italic">
-              "I build production-grade AI systems and teach others to do the same—with a 95%+ student retention rate across 3 bootcamp cohorts."
+              "I build production-grade AI systems and teach others to do the same—with a 90%+ student retention rate across 3 bootcamp cohorts."
             </p>
             <div className="flex flex-wrap justify-center gap-4 mb-8">
               <a
@@ -65,7 +65,7 @@ const HomePage: React.FC = () => {
                 <div className="text-sm text-gray-600">Students Mentored</div>
               </div>
               <div>
-                <div className="text-2xl font-bold text-green-600">95%+</div>
+                <div className="text-2xl font-bold text-green-600">90%+</div>
                 <div className="text-sm text-gray-600">Retention Rate</div>
               </div>
               <div>