diff --git a/README.md b/README.md
index 35e8ddc5..d0d58916 100644
--- a/README.md
+++ b/README.md
@@ -113,7 +113,7 @@ Dual node RF to internet gateway. Raspberry Pi + Direwolf TNC. Live on aprs.fi.
 
 **Development:** Python • Bash • JavaScript • HTML/CSS • Git
 
-**AI & Automation:** n8n • OpenRouter • Telegram Bots • Claude (Anthropic) • Gemini • Hermes Agent • LLM-assisted Documentation • AI-driven Diagnostics
+**AI & Automation:** n8n • OpenRouter • Telegram Bots • ChatGPT • Claude (Anthropic) •Crew AI Agent • Gemini • Hermes Agent • LLM-assisted Documentation • AI-driven Diagnostics
 
 ---
 
diff --git a/index.html b/index.html
index a97b46c2..aa7ff206 100644
--- a/index.html
+++ b/index.html
@@ -295,7 +295,7 @@ cloud_infrastructure</span>
               orchestration, and cloud native infrastructure built for production conditions. I run an
               18 node environment every day consisting of a 6 node Proxmox VE hypervisor cluster and
               a 12 node K3s Kubernetes cluster with Prometheus monitoring, Grafana dashboards, and
-              VLAN-segmented networking. Not a lab. A production system.
+              VLAN segmented networking. Not a lab. A production system.
             </p>
             <p>
               I come from 10+ years in industrial digital systems at GE Aerospace and in the field
@@ -311,9 +311,9 @@ cloud_infrastructure</span>
               <li>Kubernetes orchestration and container infrastructure</li>
               <li>DevOps automation and CI/CD pipeline workflows</li>
               <li>Observability with Prometheus, Grafana, and alerting pipelines</li>
-              <li>Cloud-native infrastructure design and deployment</li>
+              <li>Cloud native infrastructure design and deployment</li>
               <li>Networking, VLANs, reverse proxy, and Cloudflare edge configuration</li>
-              <li>AI-assisted automation, documentation, and diagnostic workflows</li>
+              <li>AI assisted automation, documentation, and diagnostic workflows</li>
             </ul>
           </div>
         </div>
@@ -410,7 +410,7 @@ cloud_infrastructure</span>
             <div class="noc-card-badge done">✅ Live</div>
             <h3>Portfolio NOC</h3>
             <p>
-              JSON-driven dashboard showing real inventory, online/offline checks, service labels,
+              JSON driven dashboard showing real inventory, online/offline checks, service labels,
               latency, and last check timestamps across 18 nodes and 28 services.
             </p>
           </div>
@@ -419,7 +419,7 @@ cloud_infrastructure</span>
             <h3>Grafana + Prometheus Observability Stack</h3>
             <p>
               Full observability stack running across Proxmox, TrueNAS, K3s nodes, Uptime Kuma,
-              and APRS edge systems with real-time metrics ingestion and live alerting pipelines.
+              and APRS edge systems with real time metrics ingestion and live alerting pipelines.
             </p>
           </div>
           <div class="noc-card">
@@ -498,7 +498,7 @@ cloud_infrastructure</span>
             <div class="stack-pills">
               <span class="stack-pill">GitHub Actions</span>
               <span class="stack-pill">Docker Compose</span>
-              <span class="stack-pill">Manifest-driven Config</span>
+              <span class="stack-pill">Manifest driven Config</span>
             </div>
           </div>
 
@@ -531,10 +531,12 @@ cloud_infrastructure</span>
               <span class="stack-pill">OpenRouter</span>
               <span class="stack-pill">Telegram Bots</span>
               <span class="stack-pill">Claude (Anthropic)</span>
+              <span class="stack-pill">ChatGPT</span>
               <span class="stack-pill">Gemini</span>
               <span class="stack-pill">Hermes Agent</span>
-              <span class="stack-pill">LLM-assisted Documentation</span>
-              <span class="stack-pill">AI-driven Diagnostics</span>
+              <span class="stack-pill">Crew AI Agent</span>
+              <span class="stack-pill">LLM assisted Documentation</span>
+              <span class="stack-pill">AI driven Diagnostics</span>
             </div>
           </div>
 
@@ -547,7 +549,7 @@ cloud_infrastructure</span>
       <div class="container">
         <div class="section-heading">
           <p class="section-label">// resume snapshot</p>
-          <h2>10+ years of systems ownership from the factory floor to cloud-native infrastructure</h2>
+          <h2>10+ years of systems ownership from the factory floor to cloud native infrastructure</h2>
         </div>
 
         <div class="resume-grid">
@@ -557,7 +559,7 @@ cloud_infrastructure</span>
             <ul class="clean-list">
               <li>Production Kubernetes infrastructure running 18 nodes across dedicated control plane, ingress, data, and monitoring node pools with live observability</li>
               <li>10+ years of systems ownership in industrial environments where failure has direct production consequences including GE Aerospace digital systems and Level III field service on aerospace equipment</li>
-              <li>End to end cloud-native infrastructure capability covering containers, ingress, secrets, monitoring, backups, and automated recovery with live systems to prove it</li>
+              <li>End to end cloud native infrastructure capability covering containers, ingress, secrets, monitoring, backups, and automated recovery with live systems to prove it</li>
               <li>Infrastructure-as-documentation mindset where everything built gets written up with runbooks, architecture decisions, and SOPs</li>
             </ul>
           </div>
@@ -664,8 +666,8 @@ cloud_infrastructure</span>
           <p class="section-label">// personal</p>
           <h2>Technical, curious, and always building</h2>
           <p>
-            Outside of work I'm into electronics, self-hosting, coding, drones, and ham radio.
-            I'm a licensed amateur radio operator running a dual-node APRS RF iGate with a
+            Outside of work I'm into electronics, self hosting, coding, drones, and ham radio.
+            I'm a licensed amateur radio operator running a dual node APRS RF iGate with a
             verified uplink on aprs.fi. Kobe the Boston Terrier keeps the home lab grounded.
             That curiosity carries directly into how I build and document systems.
           </p>