diff --git a/.jules/bolt.md b/.jules/bolt.md
new file mode 100644
index 0000000..4fcc6d1
--- /dev/null
+++ b/.jules/bolt.md
@@ -0,0 +1,6 @@
+## 2026-04-13 - [Memoize Custom IconifyIcon Component]
+**Learning:** The custom `IconifyIcon` component () manually iterates over 11 imported icon sets for prefix-less icons using `getIconData` on every single render. This is extremely expensive given how often icons are rendered in the layout.
+**Action:** Implemented a simple in-memory cache dictionary (`iconCache`) outside the component to store positive AND negative lookup results, reducing an (N)$ lookup to (1)$ after the first render.
+## 2026-04-13 - [Memoize Custom IconifyIcon Component]
+**Learning:** The custom IconifyIcon component manually iterates over 11 imported icon sets for prefix-less icons using getIconData on every single render. This is extremely expensive given how often icons are rendered in the layout.
+**Action:** Implemented a simple in-memory cache dictionary (iconCache) outside the component to store positive AND negative lookup results, reducing an O(N) lookup to O(1) after the first render.
diff --git a/client/src/components/base/IconifyIcon.tsx b/client/src/components/base/IconifyIcon.tsx
index b48f0dc..3ce0ade 100644
--- a/client/src/components/base/IconifyIcon.tsx
+++ b/client/src/components/base/IconifyIcon.tsx
@@ -33,18 +33,33 @@ const iconSets: Record<string, IconifyJSON> = {
   "mdi-light": mdiLightIcons,
 };
 
+// ⚡ Bolt Optimization: Cache icon data lookups to prevent redundant O(N) searches across 11 icon sets on every render.
+const iconCache: Record<string, ReturnType<typeof getIconData> | null> = {};
+
 const iconData = (icon: string) => {
+  if (iconCache[icon] !== undefined) return iconCache[icon];
+
   const [prefix, name] = icon.includes(":") ? icon.split(":") : ["", icon];
 
   if (prefix && iconSets[prefix]) {
     const data = getIconData(iconSets[prefix], name);
-    if (data) return data;
+    if (data) {
+      iconCache[icon] = data;
+      return data;
+    }
   }
 
   for (const [_, icons] of Object.entries(iconSets)) {
     const data = getIconData(icons, name);
-    if (data) return data;
+    if (data) {
+      iconCache[icon] = data;
+      return data;
+    }
   }
+
+  // Cache negative results too so we don't repeat the loop for missing icons
+  iconCache[icon] = null;
+  return null;
 };
 
 const IconifyIcon = ({