Update app.py

app.py

@@ -148,4 +148,18 @@ with gr.Blocks(theme=gr.themes.Monochrome()) as demo:
         btn_net = gr.Button("Build Topology")
         btn_net.click(visualize_prime_matroska, inputs=[shells_slider, feed_toggle], outputs=matroska_plot)
 
-demo.launch()
+# ... (rest of your code above stays the same)
+
+    with gr.Tab("Matroska Network (Radial)"):
+        gr.Markdown("The Destination Topology: Concentric Shells indexed by Prime Moduli.")
+        with gr.Row():
+            shells_slider = gr.Slider(1, 20, value=5, step=1, label="Domain Depth (Shells)")
+            feed_toggle = gr.Checkbox(value=True, label="Show Active Atoms (Feed)")
+        
+        matroska_plot = gr.Plot(label="Radial Topology")
+        btn_net = gr.Button("Build Topology")
+        btn_net.click(visualize_prime_matroska, inputs=[shells_slider, feed_toggle], outputs=matroska_plot)
+
+# --- UPDATE THIS LAUNCH COMMAND ---
+# Disable SSR to fix the asyncio/file descriptor crash
+demo.launch(ssr_mode=False)