diff --git a/examples/README.md b/playground/examples/README.md
similarity index 100%
rename from examples/README.md
rename to playground/examples/README.md
diff --git a/examples/Screenshot from 2024-02-20 05-55-34.png b/playground/examples/Screenshot from 2024-02-20 05-55-34.png
similarity index 100%
rename from examples/Screenshot from 2024-02-20 05-55-34.png
rename to playground/examples/Screenshot from 2024-02-20 05-55-34.png
diff --git a/examples/example_agent.py b/playground/examples/example_agent.py
similarity index 100%
rename from examples/example_agent.py
rename to playground/examples/example_agent.py
diff --git a/examples/example_anthropic.py b/playground/examples/example_anthropic.py
similarity index 100%
rename from examples/example_anthropic.py
rename to playground/examples/example_anthropic.py
diff --git a/examples/example_concurrentworkflow.py b/playground/examples/example_concurrentworkflow.py
similarity index 100%
rename from examples/example_concurrentworkflow.py
rename to playground/examples/example_concurrentworkflow.py
diff --git a/examples/example_dalle3.py b/playground/examples/example_dalle3.py
similarity index 100%
rename from examples/example_dalle3.py
rename to playground/examples/example_dalle3.py
diff --git a/examples/example_gpt4vison.py b/playground/examples/example_gpt4vison.py
similarity index 100%
rename from examples/example_gpt4vison.py
rename to playground/examples/example_gpt4vison.py
diff --git a/examples/example_huggingfacellm.py b/playground/examples/example_huggingfacellm.py
similarity index 100%
rename from examples/example_huggingfacellm.py
rename to playground/examples/example_huggingfacellm.py
diff --git a/examples/example_idefics.py b/playground/examples/example_idefics.py
similarity index 100%
rename from examples/example_idefics.py
rename to playground/examples/example_idefics.py
diff --git a/examples/example_kosmos.py b/playground/examples/example_kosmos.py
similarity index 100%
rename from examples/example_kosmos.py
rename to playground/examples/example_kosmos.py
diff --git a/examples/example_logistics.py b/playground/examples/example_logistics.py
similarity index 100%
rename from examples/example_logistics.py
rename to playground/examples/example_logistics.py
diff --git a/examples/example_mixtral.py b/playground/examples/example_mixtral.py
similarity index 100%
rename from examples/example_mixtral.py
rename to playground/examples/example_mixtral.py
diff --git a/examples/example_qwenvlmultimodal.py b/playground/examples/example_qwenvlmultimodal.py
similarity index 100%
rename from examples/example_qwenvlmultimodal.py
rename to playground/examples/example_qwenvlmultimodal.py
diff --git a/examples/example_recursiveworkflow.py b/playground/examples/example_recursiveworkflow.py
similarity index 100%
rename from examples/example_recursiveworkflow.py
rename to playground/examples/example_recursiveworkflow.py
diff --git a/examples/example_sequentialworkflow.py b/playground/examples/example_sequentialworkflow.py
similarity index 100%
rename from examples/example_sequentialworkflow.py
rename to playground/examples/example_sequentialworkflow.py
diff --git a/examples/example_simple_conversation_agent.py b/playground/examples/example_simple_conversation_agent.py
similarity index 100%
rename from examples/example_simple_conversation_agent.py
rename to playground/examples/example_simple_conversation_agent.py
diff --git a/examples/example_swarmnetwork.py b/playground/examples/example_swarmnetwork.py
similarity index 100%
rename from examples/example_swarmnetwork.py
rename to playground/examples/example_swarmnetwork.py
diff --git a/examples/example_swarms.md b/playground/examples/example_swarms.md
similarity index 100%
rename from examples/example_swarms.md
rename to playground/examples/example_swarms.md
diff --git a/examples/example_task.py b/playground/examples/example_task.py
similarity index 100%
rename from examples/example_task.py
rename to playground/examples/example_task.py
diff --git a/examples/example_toolagent.py b/playground/examples/example_toolagent.py
similarity index 100%
rename from examples/example_toolagent.py
rename to playground/examples/example_toolagent.py
diff --git a/examples/example_worker.py b/playground/examples/example_worker.py
similarity index 100%
rename from examples/example_worker.py
rename to playground/examples/example_worker.py
diff --git a/examples/example_zeroscopetv.py b/playground/examples/example_zeroscopetv.py
similarity index 100%
rename from examples/example_zeroscopetv.py
rename to playground/examples/example_zeroscopetv.py
diff --git a/run_examples.sh b/run_examples.sh
index e41c7e1f..3378d4af 100644
--- a/run_examples.sh
+++ b/run_examples.sh
@@ -3,7 +3,7 @@
 # Define a file to keep track of successfully executed scripts
 SUCCESS_LOG="successful_runs.log"
 
-for f in examples/example_*.py; do
+for f in /home/v/swarms/playground/examples/example_*.py; do
     # Check if the script has been logged as successful
     if grep -Fxq "$f" "$SUCCESS_LOG"; then
         echo "Skipping ${f} as it ran successfully in a previous run."
diff --git a/scripts/run_examples.sh b/scripts/run_examples.sh
new file mode 100644
index 00000000..e41c7e1f
--- /dev/null
+++ b/scripts/run_examples.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+
+# Define a file to keep track of successfully executed scripts
+SUCCESS_LOG="successful_runs.log"
+
+for f in examples/example_*.py; do
+    # Check if the script has been logged as successful
+    if grep -Fxq "$f" "$SUCCESS_LOG"; then
+        echo "Skipping ${f} as it ran successfully in a previous run."
+    else
+        # Run the script if not previously successful
+        if /home/kye/miniconda3/envs/swarms/bin/python "$f" 2>>errors.txt; then
+            echo "(${f}) ran successfully without errors."
+            # Log the successful script execution
+            echo "$f" >> "$SUCCESS_LOG"
+        else
+            echo "Error encountered in ${f}. Check errors.txt for details."
+            break
+        fi
+    fi
+    echo "##############################################################################"
+done