diff --git a/.gitignore b/.gitignore
index 7b62a71..f3b8441 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,5 @@
+# Python virtual environment directory
+.venv/
 # Generated files by hugo
 /public/
 /resources/_gen/
diff --git a/content/en/examples.md b/content/en/examples.md
index d72313c..442ed82 100644
--- a/content/en/examples.md
+++ b/content/en/examples.md
@@ -1,8 +1,8 @@
 ---
-title: "Personalized Examples"
+title: "Solutions Powered by MemMachine"
 date: 2024-08-21T12:00:00-07:00
 draft: false
 layout: "examples"
 ---
 
-Enhance your team's efficiency with a swift AI assistant creation process. In mere minutes, craft an AI companion seamlessly collaborating with your entire team.
+**Dive into code recipes** to power your AI applications with intelligent, contextual memory.
diff --git a/content/en/testimonials/CharacterEngineAI.md b/content/en/testimonials/CharacterEngineAI.md
index d175904..7ae66f5 100644
--- a/content/en/testimonials/CharacterEngineAI.md
+++ b/content/en/testimonials/CharacterEngineAI.md
@@ -7,4 +7,4 @@ company_url: "https://characterengine.ai/"
 logo: ""
 draft: false
 ---
-MemMachine enabled me to build my dream. AI Sparring Partners that exist everywhere you work, remembers everything about you, patterns, your blind spots, and challenge you instead of validate you. I'm not building chatbots - I'm building your distributed advisory partners that have persistent memory and builds a relationship with you using a simulated artificial consciousness engine. MemMachine was the missing piece, my yin to my yang.
+"MemMachine enabled me to build my dream. AI Sparring Partners that exist everywhere you work, remembers everything about you, patterns, your blind spots, and challenge you instead of validate you. I'm not building chatbots - I'm building your distributed advisory partners that have persistent memory and builds a relationship with you using a simulated artificial consciousness engine. MemMachine was the missing piece, my yin to my yang."
diff --git a/content/en/testimonials/TeamMate.md b/content/en/testimonials/TeamMate.md
index b26e42a..dd1e776 100644
--- a/content/en/testimonials/TeamMate.md
+++ b/content/en/testimonials/TeamMate.md
@@ -3,9 +3,9 @@ title: "Amazing Results with MemMachine"
 date: 2025-11-10T17:40:16-06:00
 author: "CEO"
 company: "TeamMate"
-company_url: "https://teammate.app/"
+company_url: "https://teamate.app/"
 logo: "https://www.teamate.app/_next/image?url=%2Fimages%2Fteamate.png&w=48&q=75"
 draft: false
 ---
 
-Teamate leverages MemMachine's advanced memory infrastructure—combining vector databases, graph-based entity and temporal relationships—to power our proactive AI assistant that transforms team collaboration. It allows Teamate to deliver intelligent, context-aware insights that improve with every conversation and automate manual tasks for our customers. We are delighted to see the efficiency boost MemVerge gets by using Teamate internally, and we are excited about the journey ahead to build the best Team-AI collaboration experience powered by the best open-source memory solution in the world.
\ No newline at end of file
+"Teamate leverages MemMachine's advanced memory infrastructure—combining vector databases, graph-based entity and temporal relationships—to power our proactive AI assistant that transforms team collaboration. It allows Teamate to deliver intelligent, context-aware insights that improve with every conversation and automate manual tasks for our customers. We are delighted to see the efficiency boost MemVerge gets by using Teamate internally, and we are excited about the journey ahead to build the best Team-AI collaboration experience powered by the best open-source memory solution in the world."
\ No newline at end of file