diff --git a/presentation/2026-04-25-gdg-kolachi-cli-claude-code-gemini/index.html b/presentation/2026-04-25-gdg-kolachi-cli-claude-code-gemini/index.html
index fc8731e..47ecd95 100644
--- a/presentation/2026-04-25-gdg-kolachi-cli-claude-code-gemini/index.html
+++ b/presentation/2026-04-25-gdg-kolachi-cli-claude-code-gemini/index.html
@@ -2013,15 +2013,14 @@ todoapp/
     <!-- Slide: Context -->
     <div class="slide section-slide" data-slide="41">
         <div class="slide-viewport-content">
-            <h1>&#x1F9E0; Context</h1>
+            <h1>&#x1F4AD; Context</h1>
             <div style="text-align: center; margin: 12px auto 20px auto;">
                 <span style="background: #fff3cd; color: #7a5c00; padding: 8px 20px; border-radius: 999px; font-size: 1rem; font-weight: 600; white-space: nowrap; font-family: 'SF Mono', Monaco, 'Courier New', monospace; box-shadow: 0 2px 8px rgba(122,92,0,0.18);">/context</span>
             </div>
             <p class="section-desc">The model's <strong>working memory</strong> &mdash; what it can see in this moment.</p>
             <div style="display: flex; flex-wrap: wrap; gap: 10px; justify-content: center; margin-top: 28px;">
-                <span style="background: #2e7d32; color: #fff; padding: 8px 20px; border-radius: 999px; font-size: 1rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(46,125,50,0.35);">&#x1FA9F; Limited budget</span>
-                <span style="background: #2e7d32; color: #fff; padding: 8px 20px; border-radius: 999px; font-size: 1rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(46,125,50,0.35);">&#x1F4C2; Fill it intentionally</span>
-                <span style="background: #2e7d32; color: #fff; padding: 8px 20px; border-radius: 999px; font-size: 1rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(46,125,50,0.35);">&#x1F9F9; Compact at ~50%</span>
+                <span style="background: #c62828; color: #fff; padding: 8px 20px; border-radius: 999px; font-size: 1rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(198,40,40,0.35);">&#x26A0;&#xFE0F; Dumb-zone problem</span>
+                <span style="background: #c62828; color: #fff; padding: 8px 20px; border-radius: 999px; font-size: 1rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(198,40,40,0.35);">&#x26A0;&#xFE0F; <code style="background: rgba(255,255,255,0.2); color: #fff; padding: 2px 8px; border-radius: 4px; font-family: 'SF Mono', Monaco, 'Courier New', monospace;">/compact</code></span>
             </div>
         </div>
         <div class="pillar-footer">