diff --git a/README.md b/README.md
index 9f1d1aafa20a02c33cd271f927548ab5dbc600b3..91aaccbcfa812a51379a29e6c2c114d40e17d5ad 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,13 @@ pip install unitgrade-devel
 This will install `unitgrade-devel` (this package) and all dependencies to get you started.
 
 ### Videos
-For videos see the `/videos` directory : https://gitlab.compute.dtu.dk/tuhe/unitgrade_private/-/tree/master/videos
+For videos see the `/videos` directory : https://gitlab.compute.dtu.dk/tuhe/unitgrade_private/-/tree/master/videos or here
+    - First test: https://youtu.be/jC9AzZA5FcQ
+    - Framework and hints: https://youtu.be/xyY9Qan1b1Q
+    - MOSS plagiarism check: https://youtu.be/Cp4PvOnYozo
+    - Hidden tests and Docker: https://youtu.be/vP6ZqeDwC5U
+    - Jupyter notebooks: https://youtu.be/B6nzVuFTEsA
+    - Autolab: https://youtu.be/h5mqR8iNMwM
 
 # Instructions and examples of use
 The examples can be found in the `/examples` directory: https://gitlab.compute.dtu.dk/tuhe/unitgrade_private/-/tree/master/examples
@@ -221,7 +227,7 @@ When this is run, the titles are shown as follows:
 | | | |_ __  _| |_| |  \/_ __ __ _  __| | ___ 
 | | | | '_ \| | __| | __| '__/ _` |/ _` |/ _ \
 | |_| | | | | | |_| |_\ \ | | (_| | (_| |  __/
- \___/|_| |_|_|\__|\____/_|  \__,_|\__,_|\___| v0.1.17, started: 20/09/2021 19:01:29
+ \___/|_| |_|_|\__|\____/_|  \__,_|\__,_|\___| v0.1.17, started: 20/09/2021 19:01:38
 
 CS 102 Report 2 
 Question 1: Week1                                                                                                       
@@ -235,7 +241,7 @@ Question 2: The same problem as before with nicer titles
  * q2.2) Checking if reverse_list([1, 2, 3]) = [3, 2, 1]............................................................PASS
  * q2)   Total...................................................................................................... 6/6
  
-Total points at 19:01:29 (0 minutes, 0 seconds)....................................................................16/16
+Total points at 19:01:38 (0 minutes, 0 seconds)....................................................................16/16
 
 Including files in upload...
  * cs102
@@ -535,7 +541,7 @@ and TAs can choose to annotate the students code directly in Autolab -- we are h
 @online{unitgrade_devel,
 	title={Unitgrade-devel (0.1.27): \texttt{pip install unitgrade-devel}},
 	url={https://lab.compute.dtu.dk/tuhe/unitgrade_private},
-	urldate = {2021-09-20}, 
+	urldate = {2021-09-21}, 
 	month={9},
 	publisher={Technical University of Denmark (DTU)},
 	author={Tue Herlau},
diff --git a/docs/README.jinja.md b/docs/README.jinja.md
index 739622b30ac7fc14bcf7ba894ba078c735a440ed..e1295ff4ec95c610dc3950b724883d7623441056 100644
--- a/docs/README.jinja.md
+++ b/docs/README.jinja.md
@@ -24,7 +24,13 @@ pip install unitgrade-devel
 This will install `unitgrade-devel` (this package) and all dependencies to get you started.
 
 ### Videos
-For videos see the `/videos` directory : https://gitlab.compute.dtu.dk/tuhe/unitgrade_private/-/tree/master/videos
+For videos see the `/videos` directory : https://gitlab.compute.dtu.dk/tuhe/unitgrade_private/-/tree/master/videos or here
+    - First test: https://youtu.be/jC9AzZA5FcQ
+    - Framework and hints: https://youtu.be/xyY9Qan1b1Q
+    - MOSS plagiarism check: https://youtu.be/Cp4PvOnYozo
+    - Hidden tests and Docker: https://youtu.be/vP6ZqeDwC5U
+    - Jupyter notebooks: https://youtu.be/B6nzVuFTEsA
+    - Autolab: https://youtu.be/h5mqR8iNMwM
 
 # Instructions and examples of use
 The examples can be found in the `/examples` directory: https://gitlab.compute.dtu.dk/tuhe/unitgrade_private/-/tree/master/examples
diff --git a/docs/snips/deploy.txt b/docs/snips/deploy.txt
index 11359acd3447da969e536923efa5df2601daf49a..dd8056db1d12ea62575f584dd84eee82996e0ab9 100644
--- a/docs/snips/deploy.txt
+++ b/docs/snips/deploy.txt
@@ -3,7 +3,7 @@
 | | | |_ __  _| |_| |  \/_ __ __ _  __| | ___ 
 | | | | '_ \| | __| | __| '__/ _` |/ _` |/ _ \
 | |_| | | | | | |_| |_\ \ | | (_| | (_| |  __/
- \___/|_| |_|_|\__|\____/_|  \__,_|\__,_|\___| v0.1.17, started: 20/09/2021 19:01:38
+ \___/|_| |_|_|\__|\____/_|  \__,_|\__,_|\___| v0.1.17, started: 21/09/2021 11:52:43
 
 CS 102 Report 2 
 Question 1: Week1                                                                                                       
@@ -17,7 +17,7 @@ Question 2: The same problem as before with nicer titles
  * q2.2) Checking if reverse_list([1, 2, 3]) = [3, 2, 1]............................................................PASS
  * q2)   Total...................................................................................................... 6/6
  
-Total points at 19:01:38 (0 minutes, 0 seconds)....................................................................16/16
+Total points at 11:52:43 (0 minutes, 0 seconds)....................................................................16/16
 
 Including files in upload...
  * cs102
diff --git a/docs/unitgrade_devel.bib b/docs/unitgrade_devel.bib
index 1afb977de8bb9e4712e4085cc56e484ed7e9b1fc..f3941047d59ed8aa396027808679f10edb675467 100644
--- a/docs/unitgrade_devel.bib
+++ b/docs/unitgrade_devel.bib
@@ -1,7 +1,7 @@
 @online{unitgrade_devel,
 	title={Unitgrade-devel (0.1.27): \texttt{pip install unitgrade-devel}},
 	url={https://lab.compute.dtu.dk/tuhe/unitgrade_private},
-	urldate = {2021-09-20}, 
+	urldate = {2021-09-21}, 
 	month={9},
 	publisher={Technical University of Denmark (DTU)},
 	author={Tue Herlau},
diff --git a/videos/readme.md b/videos/readme.md
index c7c8f8e91121193c0704f1097083496ca2c5018d..bf3b1d592480b0d62612cf3b8e481ba9e4ed0411 100644
--- a/videos/readme.md
+++ b/videos/readme.md
@@ -1,4 +1,9 @@
 # Videos
-To save space, the videos have been moved to youtube. The full playlist can be found at:
- - https://youtube.com/playlist?list=PLypEWL00U3LyF2TL4i3Z6y3uxcsCQ-KYJ
+To save space, the videos have been moved to youtube:
 
+    - First test: https://youtu.be/jC9AzZA5FcQ
+    - Framework and hints: https://youtu.be/xyY9Qan1b1Q
+    - MOSS plagiarism check: https://youtu.be/Cp4PvOnYozo
+    - Hidden tests and Docker: https://youtu.be/vP6ZqeDwC5U
+    - Jupyter notebooks: https://youtu.be/B6nzVuFTEsA
+    - Autolab: https://youtu.be/h5mqR8iNMwM