diff --git a/boards/beaglebone/ai/02-quick-start.rst b/boards/beaglebone/ai/02-quick-start.rst
index 34352a5de7a88b96f1a1be54369e9df80c9dbce3..127bad8688cf8e76a1f8ad37263792ec32619c0e 100644
--- a/boards/beaglebone/ai/02-quick-start.rst
+++ b/boards/beaglebone/ai/02-quick-start.rst
@@ -57,7 +57,7 @@ This section will describe how to connect the board for use. The board
 can be configured in several different ways. Below we will walk through
 the most common scenarios. NOTE: These connection scenarios are
 dependent on the software image presently on your BeagleBone® AI. When
-all else fails, follow the instructions at :ref:`upgrade-beagle-software`.
+all else fails, follow the instructions at :ref:`upgrade-beaglebone-ai-software`.
 
 -  :ref:`Tethered to a PC via USB C cable <bbai-tethered>`
 -  :ref:`Standalone Desktop with powered USB hub, display, keyboard and mouse <bbai-standalone>`
diff --git a/boards/beaglebone/ai/05-demos-and-tutorials.rst b/boards/beaglebone/ai/05-demos-and-tutorials.rst
index c777aa81ef8920067226b304a3ab823fc557e5a9..adc08b06dc6ea42724efe9f488d0c7a57b70e287 100644
--- a/boards/beaglebone/ai/05-demos-and-tutorials.rst
+++ b/boards/beaglebone/ai/05-demos-and-tutorials.rst
@@ -6,4 +6,4 @@ Demos & Tutorials
 .. toctree::
     :maxdepth: 1
 
-    demos-and-tutorials/upgrade-beagle-software
\ No newline at end of file
+    demos-and-tutorials/upgrade-beaglebone-ai-software
\ No newline at end of file
diff --git a/boards/beaglebone/ai/demos-and-tutorials/upgrade-beagle-software.rst b/boards/beaglebone/ai/demos-and-tutorials/upgrade-beaglebone-ai-software.rst
similarity index 99%
rename from boards/beaglebone/ai/demos-and-tutorials/upgrade-beagle-software.rst
rename to boards/beaglebone/ai/demos-and-tutorials/upgrade-beaglebone-ai-software.rst
index 3d182c2537ef40b88c05db942b25113fb2dd8f2d..868897a0a523ba4bd52e20019c575a8989c25c5e 100644
--- a/boards/beaglebone/ai/demos-and-tutorials/upgrade-beagle-software.rst
+++ b/boards/beaglebone/ai/demos-and-tutorials/upgrade-beaglebone-ai-software.rst
@@ -1,7 +1,7 @@
-.. _upgrade-beagle-software:
+.. _upgrade-beaglebone-ai-software:
 
-Upgrade Beagle software
-#######################
+Upgrade BeagleBone AI software
+###############################
 
 .. important:: 
         This documentation is very old and your feedback is requested, ideally via 
diff --git a/books/pru-cookbook/01case/case.rst b/books/pru-cookbook/01case/case.rst
index 26b1de71326d00b72e8e9ce206a4819bd40b47a0..ad92980abadd54cf7dfedf0c3b9559b56566eab5 100644
--- a/books/pru-cookbook/01case/case.rst
+++ b/books/pru-cookbook/01case/case.rst
@@ -577,6 +577,7 @@ Finally go to the Status Page as shown in :ref:`case_status`.
    Watching the status
 
 Now run a program on another computer that generated E1.31 packets.
+
 :ref:`case_e1.31_example` is an example python program.
 
 .. _case_e1.31_example: