diff --git a/app/page.tsx b/app/page.tsx
index 9b94531..7498c35 100644
--- a/app/page.tsx
+++ b/app/page.tsx
@@ -26,7 +26,7 @@ export default function Home() {
 
   // Log ENVIRONMENT from server
   useEffect(() => {
-    fetch('/agents/lit-matrix/api/env')
+    fetch('/agents/literature-matrix/api/env')
       .then((r) => r.json())
       .then((d) => console.log(`ENVIRONMENT=${d.ENVIRONMENT}`))
       .catch(() => {})
@@ -70,31 +70,31 @@ export default function Home() {
   const hasResults = sessionId && papers.length > 0
 
   return (
-    <main className="min-h-screen bg-[#f0f2f5]">
+    <main className="bg-[#f0f2f5] min-h-screen">
       {/* Test environment banner */}
       {process.env.NEXT_PUBLIC_ENV !== 'production' && (
-        <div className="bg-red-600 text-white text-center py-1 text-xs font-bold tracking-widest">
+        <div className="bg-red-600 py-1 font-bold text-white text-xs text-center tracking-widest">
           TEST ENVIRONMENT
         </div>
       )}
       {/* Top bar */}
       <div className="bg-gradient-to-r from-indigo-600 via-blue-600 to-cyan-500">
-        <div className="max-w-[1600px] mx-auto px-4 py-4 sm:px-8 sm:py-6">
-          <div className="flex items-start justify-between mb-3 sm:mb-4">
+        <div className="mx-auto px-4 sm:px-8 py-4 sm:py-6 max-w-[1600px]">
+          <div className="flex justify-between items-start mb-3 sm:mb-4">
             <button
               onClick={handleLogoClick}
-              className="flex items-center gap-3 cursor-pointer group"
+              className="group flex items-center gap-3 cursor-pointer"
             >
-              <div className="w-8 h-8 sm:w-10 sm:h-10 rounded-xl bg-white/20 backdrop-blur flex items-center justify-center group-hover:bg-white/30 transition-colors">
-                <svg className="w-5 h-5 sm:w-6 sm:h-6 text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+              <div className="flex justify-center items-center bg-white/20 group-hover:bg-white/30 backdrop-blur rounded-xl w-8 sm:w-10 h-8 sm:h-10 transition-colors">
+                <svg className="w-5 sm:w-6 h-5 sm:h-6 text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                   <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M9 17V7m0 10a2 2 0 01-2 2H5a2 2 0 01-2-2V7a2 2 0 012-2h2a2 2 0 012 2m0 10a2 2 0 002 2h2a2 2 0 002-2M9 7a2 2 0 012-2h2a2 2 0 012 2m0 10V7m0 10a2 2 0 002 2h2a2 2 0 002-2V7a2 2 0 00-2-2h-2a2 2 0 00-2 2" />
                 </svg>
               </div>
               <div className="text-left">
-                <h1 className="text-lg sm:text-2xl font-bold text-white tracking-tight">
+                <h1 className="font-bold text-white text-lg sm:text-2xl tracking-tight">
                   {t('appTitle')}
                 </h1>
-                <p className="text-blue-100 text-[11px] sm:text-xs hidden sm:block">
+                <p className="hidden sm:block text-[11px] text-blue-100 sm:text-xs">
                   {t('appSubtitle')}
                 </p>
               </div>
@@ -106,32 +106,32 @@ export default function Home() {
       </div>
 
       {/* Content */}
-      <div className="max-w-[1600px] mx-auto px-3 py-4 sm:px-8 sm:py-6">
+      <div className="mx-auto px-3 sm:px-8 py-4 sm:py-6 max-w-[1600px]">
         {/* Matrix Table */}
         {hasResults && (
-          <div className="bg-white rounded-xl shadow-sm ring-1 ring-black/5 p-3 sm:p-5">
+          <div className="bg-white shadow-sm p-3 sm:p-5 rounded-xl ring-1 ring-black/5">
             <MatrixTable />
           </div>
         )}
 
         {/* Empty State */}
         {!hasResults && (
-          <div className="mt-4 sm:mt-10 flex flex-col items-center text-center px-4">
-            <div className="w-20 h-20 sm:w-28 sm:h-28 rounded-full bg-gradient-to-br from-blue-50 to-indigo-100 flex items-center justify-center mb-5 sm:mb-6">
-              <svg className="w-10 h-10 sm:w-14 sm:h-14 text-indigo-300" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+          <div className="flex flex-col items-center mt-4 sm:mt-10 px-4 text-center">
+            <div className="flex justify-center items-center bg-gradient-to-br from-blue-50 to-indigo-100 mb-5 sm:mb-6 rounded-full w-20 sm:w-28 h-20 sm:h-28">
+              <svg className="w-10 sm:w-14 h-10 sm:h-14 text-indigo-300" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                 <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.2} d="M12 6.253v13m0-13C10.832 5.477 9.246 5 7.5 5S4.168 5.477 3 6.253v13C4.168 18.477 5.754 18 7.5 18s3.332.477 4.5 1.253m0-13C13.168 5.477 14.754 5 16.5 5c1.747 0 3.332.477 4.5 1.253v13C19.832 18.477 18.247 18 16.5 18c-1.746 0-3.332.477-4.5 1.253" />
               </svg>
             </div>
-            <h3 className="text-lg sm:text-xl font-semibold text-gray-800 mb-2">
+            <h3 className="mb-2 font-semibold text-gray-800 text-lg sm:text-xl">
               {t('emptyTitle')}
             </h3>
-            <p className="text-gray-400 text-sm max-w-lg leading-relaxed">
+            <p className="max-w-lg text-gray-400 text-sm leading-relaxed">
               {t('emptyDescription')}
             </p>
-            <div className="mt-6 sm:mt-8 flex justify-center">
+            <div className="flex justify-center mt-6 sm:mt-8">
               <button
                 onClick={() => searchBarRef.current?.typewrite('Find a paper using a distillation method to train models', { onboarding: true })}
-                className="px-3 py-1.5 bg-white rounded-full text-xs text-gray-500 shadow-sm ring-1 ring-gray-200/60 hover:ring-indigo-300 hover:text-indigo-600 hover:shadow-md active:scale-95 transition-all cursor-pointer"
+                className="bg-white shadow-sm hover:shadow-md px-3 py-1.5 rounded-full ring-1 ring-gray-200/60 hover:ring-indigo-300 text-gray-500 hover:text-indigo-600 text-xs active:scale-95 transition-all cursor-pointer"
               >
                 Find a paper using a distillation method to train models
               </button>
diff --git a/lib/api.ts b/lib/api.ts
index d861f06..4e02d28 100644
--- a/lib/api.ts
+++ b/lib/api.ts
@@ -2,7 +2,7 @@
  * API utility functions
  */
 
-const API_BASE_URL = '/agents/lit-matrix/api/v1'
+const API_BASE_URL = '/agents/literature-matrix/api/v1'
 
 export function getApiUrl(path: string): string {
   return `${API_BASE_URL}${path}`
diff --git a/nginx.conf b/nginx.conf
index 18c785d..894bf17 100644
--- a/nginx.conf
+++ b/nginx.conf
@@ -4,7 +4,7 @@ server {
     absolute_redirect off;
 
     # All traffic goes to Next.js (includes both pages and API routes)
-    location /agents/lit-matrix/ {
+    location /agents/literature-matrix/ {
         proxy_pass http://127.0.0.1:3000;
         proxy_http_version 1.1;
         proxy_set_header Host $host;
@@ -19,7 +19,7 @@ server {
     }
 
     # Next.js static assets
-    location /agents/lit-matrix/_next/ {
+    location /agents/literature-matrix/_next/ {
         proxy_pass http://127.0.0.1:3000;
         proxy_http_version 1.1;
         proxy_set_header Host $host;
@@ -34,12 +34,12 @@ server {
 
     # Health check via Next.js API route
     location /health {
-        proxy_pass http://127.0.0.1:3000/agents/lit-matrix/api/v1;
+        proxy_pass http://127.0.0.1:3000/agents/literature-matrix/api/v1;
         proxy_http_version 1.1;
     }
 
     # Root -> redirect to app
     location = / {
-        return 302 /agents/lit-matrix/;
+        return 302 /agents/literature-matrix/;
     }
 }