diff --git a/.gitignore b/.gitignore
index 6cb9f39e..896fcc25 100644
--- a/.gitignore
+++ b/.gitignore
@@ -169,3 +169,4 @@ pentestperf
 venv*
 
 .claude
+data/
\ No newline at end of file
diff --git a/README.md b/README.md
index 173cc63c..199594b1 100644
--- a/README.md
+++ b/README.md
@@ -30,6 +30,61 @@
 
 </div>
 
+<!-- CAI PRO - Professional Edition Banner -->
+
+<div align="center">
+  <a href="https://aliasrobotics.com/cybersecurityai.php" target="_blank">
+    <img src="media/cai-banner.svg" alt="CAI - Community and Professional Editions" width="100%" style="max-width: 900px;">
+  </a>
+
+  <sub><i>Professional Edition with unlimited <code>alias1</code> tokens</i> | <a href="https://aliasrobotics.com/alias1.php#benchmarking">📊 View Benchmarks</a> | <a href="https://aliasrobotics.com/cybersecurityai.php">🚀 Learn More</a></sub>
+</div>
+
+<!-- Alternative HTML version (kept as comment for reference) -->
+<!--
+<div align="center">
+  <table style="border-collapse: collapse; width: 100%; max-width: 900px; box-shadow: 0 4px 12px rgba(82, 157, 134, 0.15);">
+    <tr>
+      <td align="center" width="50%" style="padding: 20px; border: 3px solid #529d86; border-right: 1.5px solid #529d86; border-radius: 10px 0 0 10px; background: linear-gradient(135deg, #f0f8f6 0%, #ffffff 100%);">
+        <h3 style="color: #3d7b6b;">🔓 Community Edition</h3>
+        <sub style="color: #529d86;"><b>Research & Learning · Perfect for Researchers & Students</b></sub><br><br>
+        <code style="background: linear-gradient(135deg, #e8f5f1 0%, #d4ede5 100%); padding: 8px 16px; border-radius: 6px; font-size: 14px; border: 1px solid #529d86; color: #2d5a4d;">pip install cai-framework</code><br><br>
+        <div align="left" style="margin: 10px auto; max-width: 200px; color: #2d2d2d;">
+          ✅ <b style="color: #529d86;">Free</b> for research<br>
+          🤖 <b style="color: #529d86;">300+</b> AI models<br>
+          🌍 <b style="color: #529d86;">Community</b> driven<br>
+          📚 <b style="color: #529d86;">Open</b> source<br>
+          🔧 <b style="color: #529d86;">Extensible</b> framework<br>
+        </div>
+      </td>
+      <td align="center" width="50%" style="padding: 20px; border: 3px solid #529d86; border-left: 1.5px solid #529d86; border-radius: 0 10px 10px 0; background: linear-gradient(135deg, #529d86 0%, #6bb09a 100%); position: relative; box-shadow: inset 0 0 30px rgba(255, 255, 255, 0.1);">
+        <h3 style="color: #ffffff; text-shadow: 0 2px 4px rgba(0, 0, 0, 0.2);">🚀 <a href="https://aliasrobotics.com/cybersecurityai.php" style="text-decoration: none; color: #ffffff;">Professional Edition</a></h3>
+        <sub style="color: #e8f5f1;"><b>Enterprise & Production · €350/month · Unlimited <code style="background: rgba(255, 255, 255, 0.2); padding: 2px 6px; border-radius: 3px; color: #ffffff;">alias1</code> Tokens</b></sub><br><br>
+        <a href="https://aliasrobotics.com/cybersecurityai.php">
+          <code style="background: linear-gradient(135deg, #ffffff 0%, #f0f8f6 100%); color: #529d86; padding: 10px 20px; border-radius: 6px; font-size: 14px; font-weight: bold; border: 2px solid #ffffff; box-shadow: 0 2px 8px rgba(0, 0, 0, 0.2);">→ Upgrade to PRO</code>
+        </a><br><br>
+        <div align="left" style="margin: 10px auto; max-width: 280px; color: #ffffff;">
+          ⚡ <b><a href="https://aliasrobotics.com/alias1.php#benchmarking" style="color: #ffffff; text-decoration: underline;">alias1</a></b> model - ∞ unlimited tokens<br>
+          🚫 <b>Zero refusals</b> - Unrestricted AI<br>
+          🏆 <b>Beats GPT-5</b> in CTF benchmarks<br>
+          🛡️ <b>Professional</b> support included<br>
+          🇪🇺 <b>European</b> data sovereignty<br>
+        </div>
+      </td>
+    </tr>
+    <tr>
+      <td colspan="2" align="center" style="padding: 10px; background: #f6f8fa;">
+        <sub>
+          <a href="https://aliasrobotics.com/cybersecurityai.php"></a><br>
+          <i>CAI PRO w/ <code>alias1</code> model outperforms GPT-5 in AI vs AI cybersecurity benchmarks</i> | <a href="https://aliasrobotics.com/alias1.php#benchmarking">View Full Benchmarks →</a>
+        </sub>
+      </td>
+    </tr>
+  </table>
+</div>
+-->
+
+
 Cybersecurity AI (CAI) is a lightweight, open-source framework that empowers security professionals to build and deploy AI-powered offensive and defensive automation. CAI is the *de facto* framework for AI Security, already used by thousands of individual users and hundreds of organizations. Whether you're a security researcher, ethical hacker, IT professional, or organization looking to enhance your security posture, CAI provides the building blocks to create specialized AI agents that can assist with mitigation, vulnerability discovery, exploitation, and security assessment.
 
 **Key Features:**
@@ -1130,6 +1185,7 @@ If you want to cite our work, please use the following:
 }
 ```
 
+
 ## Acknowledgements
 
 CAI was initially developed by [Alias Robotics](https://aliasrobotics.com) and co-funded by the European EIC accelerator project RIS (GA 101161136) - HORIZON-EIC-2023-ACCELERATOR-01 call. The original agentic principles are inspired from OpenAI's [`swarm`](https://github.com/openai/swarm) library and translated into newer prototypes. This project also makes use of other relevant open source building blocks including [`LiteLLM`](https://github.com/BerriAI/litellm), and [`phoenix`](https://github.com/Arize-ai/phoenix)
diff --git a/media/cai-banner.svg b/media/cai-banner.svg
new file mode 100644
index 00000000..525ffb09
--- /dev/null
+++ b/media/cai-banner.svg
@@ -0,0 +1,191 @@
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" viewBox="0 0 900 320" width="900" height="320">
+  <!-- Definitions for gradients and filters -->
+  <defs>
+    <!-- Community Edition background gradient -->
+    <linearGradient id="communityBg" x1="0%" y1="0%" x2="100%" y2="100%">
+      <stop offset="0%" style="stop-color:#f0f8f6;stop-opacity:1" />
+      <stop offset="100%" style="stop-color:#ffffff;stop-opacity:1" />
+    </linearGradient>
+
+    <!-- Professional Edition background gradient -->
+    <linearGradient id="proBg" x1="0%" y1="0%" x2="100%" y2="100%">
+      <stop offset="0%" style="stop-color:#529d86;stop-opacity:1" />
+      <stop offset="100%" style="stop-color:#6bb09a;stop-opacity:1" />
+    </linearGradient>
+
+    <!-- Code block gradient for community -->
+    <linearGradient id="codeBlockBg" x1="0%" y1="0%" x2="100%" y2="100%">
+      <stop offset="0%" style="stop-color:#e8f5f1;stop-opacity:1" />
+      <stop offset="100%" style="stop-color:#d4ede5;stop-opacity:1" />
+    </linearGradient>
+
+    <!-- Button gradient -->
+    <linearGradient id="buttonBg" x1="0%" y1="0%" x2="100%" y2="100%">
+      <stop offset="0%" style="stop-color:#ffffff;stop-opacity:1" />
+      <stop offset="100%" style="stop-color:#f0f8f6;stop-opacity:1" />
+    </linearGradient>
+
+    <!-- Drop shadow filter -->
+    <filter id="shadow" x="-20%" y="-20%" width="140%" height="140%">
+      <feGaussianBlur in="SourceAlpha" stdDeviation="3"/>
+      <feOffset dx="0" dy="2" result="offsetblur"/>
+      <feFlood flood-color="#529d86" flood-opacity="0.15"/>
+      <feComposite in2="offsetblur" operator="in"/>
+      <feMerge>
+        <feMergeNode/>
+        <feMergeNode in="SourceGraphic"/>
+      </feMerge>
+    </filter>
+
+    <!-- Text shadow filter -->
+    <filter id="textShadow">
+      <feGaussianBlur in="SourceAlpha" stdDeviation="1"/>
+      <feOffset dx="0" dy="1" result="offsetblur"/>
+      <feFlood flood-color="#000000" flood-opacity="0.2"/>
+      <feComposite in2="offsetblur" operator="in"/>
+      <feMerge>
+        <feMergeNode/>
+        <feMergeNode in="SourceGraphic"/>
+      </feMerge>
+    </filter>
+
+    <!-- Button shadow -->
+    <filter id="buttonShadow">
+      <feGaussianBlur in="SourceAlpha" stdDeviation="2"/>
+      <feOffset dx="0" dy="2" result="offsetblur"/>
+      <feFlood flood-color="#000000" flood-opacity="0.2"/>
+      <feComposite in2="offsetblur" operator="in"/>
+      <feMerge>
+        <feMergeNode/>
+        <feMergeNode in="SourceGraphic"/>
+      </feMerge>
+    </filter>
+  </defs>
+
+  <!-- Main container with shadow and unified border -->
+  <g filter="url(#shadow)">
+    <!-- Unified border around entire banner -->
+    <rect x="0" y="0" width="900" height="320" fill="none"
+          stroke="#529d86" stroke-width="3" rx="10" ry="10"/>
+
+    <!-- Community Edition (Left Panel) -->
+    <rect x="3" y="3" width="444" height="277" fill="url(#communityBg)"
+          rx="8" ry="8"/>
+
+    <!-- Vertical divider -->
+    <line x1="450" y1="0" x2="450" y2="280" stroke="#529d86" stroke-width="3"/>
+
+    <!-- Professional Edition (Right Panel) -->
+    <rect x="453" y="3" width="444" height="277" fill="url(#proBg)"
+          rx="8" ry="8"/>
+
+    <!-- Horizontal divider for bottom banner -->
+    <line x1="0" y1="280" x2="900" y2="280" stroke="#529d86" stroke-width="3"/>
+
+    <!-- Bottom banner background -->
+    <rect x="3" y="283" width="894" height="34" fill="#f6f8fa" rx="8" ry="8"/>
+  </g>
+
+  <!-- Community Edition Content -->
+  <g>
+    <!-- Title with emoji -->
+    <text x="225" y="40" font-family="Arial, sans-serif" font-size="22" font-weight="bold"
+          text-anchor="middle" fill="#3d7b6b">
+      🔓 Community Edition
+    </text>
+
+    <!-- Subtitle -->
+    <text x="225" y="60" font-family="Arial, sans-serif" font-size="12" font-weight="bold"
+          text-anchor="middle" fill="#529d86">
+      Research &amp; Learning · Perfect for Researchers &amp; Students
+    </text>
+
+    <!-- Code block -->
+    <rect x="80" y="80" width="290" height="35" fill="url(#codeBlockBg)"
+          stroke="#529d86" stroke-width="1" rx="6" ry="6"/>
+    <text x="225" y="102" font-family="'Courier New', monospace" font-size="14"
+          text-anchor="middle" fill="#2d5a4d">
+      pip install cai-framework
+    </text>
+
+    <!-- Feature list -->
+    <text x="145" y="145" font-family="Arial, sans-serif" font-size="14" fill="#2d2d2d">
+      ✅ <tspan font-weight="bold" fill="#529d86">Free</tspan> for research
+    </text>
+    <text x="145" y="165" font-family="Arial, sans-serif" font-size="14" fill="#2d2d2d">
+      🤖 <tspan font-weight="bold" fill="#529d86">300+</tspan> AI models
+    </text>
+    <text x="145" y="185" font-family="Arial, sans-serif" font-size="14" fill="#2d2d2d">
+      🌍 <tspan font-weight="bold" fill="#529d86">Community-</tspan>driven
+    </text>
+    <text x="145" y="205" font-family="Arial, sans-serif" font-size="14" fill="#2d2d2d">
+      📚 <tspan font-weight="bold" fill="#529d86">Open</tspan> source
+    </text>
+    <text x="145" y="225" font-family="Arial, sans-serif" font-size="14" fill="#2d2d2d">
+      📅 <tspan font-weight="bold" fill="#529d86">~6 months</tspan> release cycles
+    </text>
+  </g>
+
+  <!-- Professional Edition Content with hyperlink -->
+  <a href="https://aliasrobotics.com/cybersecurityai.php" target="_blank">
+    <g>
+      <!-- Make PRO section clickable area indicator -->
+      <rect x="453" y="3" width="444" height="277" fill="transparent" opacity="0.01" cursor="pointer"/>
+
+      <!-- Title with emoji and shadow -->
+      <text x="673" y="40" font-family="Arial, sans-serif" font-size="22" font-weight="bold"
+            text-anchor="middle" fill="#ffffff" filter="url(#textShadow)">
+        🚀 Professional Edition
+      </text>
+
+      <!-- Subtitle with inline code style for alias1 -->
+      <text x="673" y="60" font-family="Arial, sans-serif" font-size="12" font-weight="bold"
+            text-anchor="middle" fill="#e8f5f1">
+        Enterprise &amp; Production · €350/month · Unlimited
+        <tspan fill="#ffffff" font-family="'Courier New', monospace"
+               style="background:rgba(255,255,255,0.2)">alias1</tspan> Tokens
+      </text>
+
+      <!-- Button with gradient and shadow -->
+      <g filter="url(#buttonShadow)">
+        <rect x="573" y="80" width="200" height="35" fill="url(#buttonBg)"
+              stroke="#ffffff" stroke-width="2" rx="6" ry="6" cursor="pointer"/>
+        <text x="673" y="102" font-family="'Courier New', monospace" font-size="14" font-weight="bold"
+              text-anchor="middle" fill="#529d86">
+          → Upgrade to PRO
+        </text>
+      </g>
+
+      <!-- Feature list -->
+      <text x="580" y="145" font-family="Arial, sans-serif" font-size="14" fill="#ffffff">
+        ⚡ <tspan font-weight="bold">alias1</tspan> model - ∞ unlimited tokens
+      </text>
+      <text x="580" y="165" font-family="Arial, sans-serif" font-size="14" fill="#ffffff">
+        💻 <tspan font-weight="bold">Hacking without limits</tspan> - Unrestricted AI
+      </text>
+      <text x="580" y="185" font-family="Arial, sans-serif" font-size="14" fill="#ffffff">
+        🏆 <tspan font-weight="bold">Beats GPT-5</tspan> in benchmarks
+      </text>
+      <text x="580" y="205" font-family="Arial, sans-serif" font-size="14" fill="#ffffff">
+        🛡️ <tspan font-weight="bold">Professional</tspan> support included
+      </text>
+      <text x="580" y="225" font-family="Arial, sans-serif" font-size="14" fill="#ffffff">
+        🇪🇺 <tspan font-weight="bold">European</tspan> data sovereignty
+      </text>
+    </g>
+  </a>
+
+  <!-- Bottom banner with hyperlink -->
+  <a href="https://aliasrobotics.com/alias1.php#benchmarking" target="_blank">
+    <g>
+      <!-- Make bottom banner clickable area indicator -->
+      <rect x="3" y="283" width="894" height="34" fill="transparent" opacity="0.01" cursor="pointer"/>
+
+      <text x="450" y="305" font-family="Arial, sans-serif" font-size="11" font-style="italic"
+            text-anchor="middle" fill="#666666" cursor="pointer">
+        CAI PRO w/ <tspan font-family="'Courier New', monospace">alias1</tspan> model outperforms GPT-5 in AI vs AI cybersecurity benchmarks |
+        <tspan fill="#529d86" text-decoration="underline">View in CAI PRO page →</tspan>
+      </text>
+    </g>
+  </a>
+</svg>
\ No newline at end of file