wording

Author: code2319

index.html

@@ -578,7 +578,7 @@ <h2 class="project-title">Detection Engineering Assistant (MCP-Based)</h2>
                     <span class="tlp-label tlp-amber">TLP:AMBER</span>
                 </div>
                 <p class="project-description">
-                    Architected an MCP-based intelligence layer over internal SIEM detections, enriched with public detection libraries, to automate MITRE coverage tracking, identify gaps, and generate production-ready detection logic — integrating directly into our detection-as-code workflow.
+                    Extended an open MCP server to analyze internal SIEM detections alongside public rule sets, enabling automated MITRE ATT&CK coverage tracking and gap analysis.
                 </p>
                 <div class="project-tags">
                     <span class="tag">Detection Engineering</span>

projects/detection-engineering-assistant-mcp-based.html

@@ -339,7 +339,7 @@ <h1>Detection Engineering Assistant (MCP-Based)</h1>
         <div class="content">
             <h2>Executive Summary</h2>
             <p>
-                Designed and implemented an MCP server that indexes internal detections as code and enriches them with 7,000+ public rules for context — enabling automated MITRE coverage analysis, detection gap identification, and production-ready SPL/KQL generation to support our detection engineering lifecycle.
+                Built a detection engineering workflow around an adapted MCP server that indexes internal detections as code and correlates them with 7,000+ public rules, enabling automated MITRE coverage analysis, detection gap identification, and generation of production-ready SPL/KQL detections.
             </p>
 
             <p>
@@ -479,17 +479,6 @@ <h2>Why This Matters</h2>
                 design, and production-oriented architecture. It positions detection engineering as a 
                 measurable, AI-assisted discipline rather than artisanal craftsmanship.</p>
             </div>
-
-            <h2>Tech Stack</h2>
-            <div class="architecture-flow">
-                <span class="tech-item">Typescript</span>
-                <span class="tech-separator">•</span>
-                <span class="tech-item">Model Context Protocol</span>
-                <span class="tech-separator">•</span>
-                <span class="tech-item">SQLite</span>
-                <span class="tech-separator">•</span>
-                <span class="tech-item">FTS5</span>
-            </div>
         </div>
     </div>
 </body>