diff --git a/docs/griptape-framework/structures/agents.md b/docs/griptape-framework/structures/agents.md
index 2f4379767..403e02974 100644
--- a/docs/griptape-framework/structures/agents.md
+++ b/docs/griptape-framework/structures/agents.md
@@ -17,21 +17,6 @@ You can access the final output of the Agent by using the [output](../../referen
 --8<-- "docs/griptape-framework/structures/src/agents_2.py"
 ```
 
-```
-[09/08/23 10:10:24] INFO     PromptTask e70fb08090b24b91a9307fa83479e851
-                             Input: Write me a haiku about Skateboards and Programming
-[09/08/23 10:10:28] INFO     PromptTask e70fb08090b24b91a9307fa83479e851
-                             Output: Code on wheels in flight,
-                             Skateboards meet algorithms bright,
-                             In binary, we ignite.
-```
-
-### Agent Input
-
-```python
---8<-- "docs/griptape-framework/structures/src/agents_1.py"
-```
-
 ```
 [07/23/24 10:53:41] INFO     PromptTask 487db777bc014193ba90b061451b69a6
                              Input: Calculate the following: what's 13^7?
@@ -54,3 +39,18 @@ You can access the final output of the Agent by using the [output](../../referen
                              Output: 62,748,517
 Answer: 62,748,517
 ```
+
+### Agent Input
+
+```python
+--8<-- "docs/griptape-framework/structures/src/agents_1.py"
+```
+
+```
+[09/08/23 10:10:24] INFO     PromptTask e70fb08090b24b91a9307fa83479e851
+                             Input: Write me a haiku about Skateboards and Programming
+[09/08/23 10:10:28] INFO     PromptTask e70fb08090b24b91a9307fa83479e851
+                             Output: Code on wheels in flight,
+                             Skateboards meet algorithms bright,
+                             In binary, we ignite.
+```
diff --git a/docs/griptape-framework/structures/src/task_memory_1.py b/docs/griptape-framework/structures/src/task_memory_1.py
index e8cfbd8ac..6fdaa1264 100644
--- a/docs/griptape-framework/structures/src/task_memory_1.py
+++ b/docs/griptape-framework/structures/src/task_memory_1.py
@@ -4,4 +4,4 @@
 # Create an agent with the CalculatorTool tool
 agent = Agent(tools=[CalculatorTool(off_prompt=False)])
 
-agent.run("What is 10 raised to the power of 5?")
+agent.run("What is the square root of 12345?")
diff --git a/docs/griptape-framework/structures/src/task_memory_2.py b/docs/griptape-framework/structures/src/task_memory_2.py
index 9ff24e1ff..3b32222d9 100644
--- a/docs/griptape-framework/structures/src/task_memory_2.py
+++ b/docs/griptape-framework/structures/src/task_memory_2.py
@@ -4,4 +4,4 @@
 # Create an agent with the CalculatorTool tool
 agent = Agent(tools=[CalculatorTool(off_prompt=True)])
 
-agent.run("What is 10 raised to the power of 5?")
+agent.run("What is the square root of 12345?")
diff --git a/docs/griptape-tools/official-tools/variation-image-generation-tool.md b/docs/griptape-tools/official-tools/variation-image-generation-tool.md
index 059415a51..729631fb0 100644
--- a/docs/griptape-tools/official-tools/variation-image-generation-tool.md
+++ b/docs/griptape-tools/official-tools/variation-image-generation-tool.md
@@ -11,5 +11,5 @@ This Tool allows LLMs to generate variations of an input image from a text promp
 ## Referencing an Image in Task Memory
 
 ```python
---8<-- "docs/griptape-tools/official-tools/src/variation_image_generation_client_tool_2.py"
+--8<-- "docs/griptape-tools/official-tools/src/variation_image_generation_tool_2.py"
 ```