diff --git a/03 Writing Algorithms/24 Reality Modeling/13 Short Availability/01 Key Concepts/99 Examples.html b/03 Writing Algorithms/24 Reality Modeling/13 Short Availability/01 Key Concepts/99 Examples.html
index ebe303d47f..3b0a52ad27 100644
--- a/03 Writing Algorithms/24 Reality Modeling/13 Short Availability/01 Key Concepts/99 Examples.html	
+++ b/03 Writing Algorithms/24 Reality Modeling/13 Short Availability/01 Key Concepts/99 Examples.html	
@@ -1,14 +1,17 @@
 <div class="example-fieldset">
     <div class="example-legend">Demonstration Algorithms</div>
-
+    <a class="python example-algorithm-link" href="https://www.quantconnect.com/terminal/processCache?request=embedded_backtest_655295b224ca64731a7852399262ca51.html" target="_BLANK">
+        InteractiveBrokersShortableProviderAlgorithm.py  <span class="badge-python pull-right">Python</span>
+    </a>
     <a class="python example-algorithm-link" href="https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/CustomShortableProviderRegressionAlgorithm.py" target="_BLANK">
         CustomShortableProviderRegressionAlgorithm.py  <span class="badge-python pull-right">Python</span>
     </a>
-
     <a class="python example-algorithm-link" href="https://github.com/QuantConnect/Lean/blob/master/Algorithm.Python/AllShortableSymbolsCoarseSelectionRegressionAlgorithm.py" target="_BLANK">
         AllShortableSymbolsCoarseSelectionRegressionAlgorithm.py  <span class="badge-python pull-right">Python</span>
     </a>
-        
+    <a class="csharp example-algorithm-link" href="https://www.quantconnect.com/terminal/processCache?request=embedded_backtest_aaf56abb9ad0336d851ef173d4a22e70.html" target="_BLANK">
+        InteractiveBrokersShortableProviderAlgorithm.cs  <span class="badge badge-sm badge-csharp pull-right">C#</span>
+    </a>
     <a class="csharp example-algorithm-link" href="https://github.com/QuantConnect/Lean/blob/master/Algorithm.CSharp/CustomShortableProviderRegressionAlgorithm.cs" target="_BLANK">
         CustomShortableProviderRegressionAlgorithm.cs  <span class="badge badge-sm badge-csharp pull-right">C#</span>
     </a>