diff --git a/apps/beeai-web/src/modules/home/Framework.tsx b/apps/beeai-web/src/modules/home/Framework.tsx
index 22a0dbe44..0143dc27f 100644
--- a/apps/beeai-web/src/modules/home/Framework.tsx
+++ b/apps/beeai-web/src/modules/home/Framework.tsx
@@ -4,12 +4,11 @@
  */
 
 'use client';
-import { Code, Constraint, FlowConnection, Plug, Shapes } from '@carbon/icons-react';
+import { Code, Cognitive, Constraint, Insert, Plug, Shapes } from '@carbon/icons-react';
 
 import { FRAMEWORK_DOCS_LINK } from '@/constants';
 import { LayoutContainer } from '@/layouts/LayoutContainer';
 
-import FileConfigYaml from './assets/file-config-yaml.svg';
 import FrameworkGraphics from './assets/framework-diagram.svg';
 import type { FeatureItem } from './components/FeaturesList';
 import { FeaturesList } from './components/FeaturesList';
@@ -44,10 +43,10 @@ export function Framework() {
 
 const FEATURES_ITEMS: FeatureItem[] = [
   {
-    icon: FlowConnection,
-    title: 'Dynamic workflows',
+    icon: Insert,
+    title: 'Extensible event-driven middleware',
     content:
-      'Use simple decorators to design multi-agent systems with advanced patterns like parallelism, retries, and replanning.',
+      'Hook into agent execution events to add logging, safety checks, or custom behavior consistently across all components without modifying code.',
   },
   {
     icon: Constraint,
@@ -56,9 +55,10 @@ const FEATURES_ITEMS: FeatureItem[] = [
       "Preserve your agent's reasoning abilities while enforcing deterministic rules instead of suggesting behavior.",
   },
   {
-    icon: FileConfigYaml,
-    title: 'Declarative orchestration',
-    content: 'Define complex agent systems in YAML for more predictable and maintainable orchestration.',
+    icon: Cognitive,
+    title: 'Built-in memory management',
+    content:
+      'Swap between unbounded, summarized, or token-controlled memory implementations. Configure what to remember without changing agent code.',
   },
   {
     icon: Plug,
diff --git a/apps/beeai-web/src/modules/home/assets/file-config-yaml.svg b/apps/beeai-web/src/modules/home/assets/file-config-yaml.svg
deleted file mode 100644
index 5455b1b12..000000000
--- a/apps/beeai-web/src/modules/home/assets/file-config-yaml.svg
+++ /dev/null
@@ -1,6 +0,0 @@
-<svg width="28" height="35" viewBox="0 0 28 35" fill="none" xmlns="http://www.w3.org/2000/svg">
-  <path d="M12.5 22.5H5V25H12.5V22.5Z" fill="black"/>
-  <path d="M15 17.5H5V20H15V17.5Z" fill="black"/>
-  <path d="M22.5 18.7403H25V10C25 9.87488 25 9.62525 24.8749 9.50012C24.75 9.375 24.75 9.24988 24.6249 9.12475L15.8749 0.37475C15.75 0.25025 15.6249 0.125125 15.4999 0.125125C15.375 4.47035e-08 15.1251 0 15 0H2.5C1.875 0 1.25 0.25025 0.750125 0.750125C0.25 1.25 0 1.875 0 2.5V32.5C0 33.125 0.25 33.75 0.750125 34.2499C1.25 34.7497 1.875 35 2.5 35H16.5V32.5H2.5V2.5H12.5V10C12.5 10.625 12.75 11.25 13.2501 11.7499C13.75 12.2498 14.375 12.5 15 12.5H22.5V18.7403ZM15 10V2.99988L22.0001 10H15Z" fill="black"/>
-  <path d="M23.7566 34.7671H21.2434V30.145L17.5 22.5H20.2417L22.4209 27.5264H22.7021L24.8111 22.5H27.5L23.7566 30.145V34.7671Z" fill="black"/>
-</svg>
\ No newline at end of file