diff --git a/00.brainstorming-pedagogical-teams/40.collection-existing-pedagogical-content/05.classical-mechanics/vector-analysis/textbook.en.md b/00.brainstorming-pedagogical-teams/40.collection-existing-pedagogical-content/05.classical-mechanics/vector-analysis/textbook.en.md
index 97238b660..7badd5b29 100644
--- a/00.brainstorming-pedagogical-teams/40.collection-existing-pedagogical-content/05.classical-mechanics/vector-analysis/textbook.en.md
+++ b/00.brainstorming-pedagogical-teams/40.collection-existing-pedagogical-content/05.classical-mechanics/vector-analysis/textbook.en.md
@@ -61,6 +61,24 @@ graph TD;
 
 #### Beneficios para el profesor
 
+```mermaid
+graph LR
+  subgraph M3P2
+    File[File]
+    Website[Website]
+    Pipeline[Pipeline]
+  end
+
+  Teacher((Teacher))
+  Student((Student))
+
+  Student --> |reads| Website
+  Teacher --> |edits| File
+  File --> |triggers| Pipeline
+  Pipeline --> |updates| Website
+```
+<br>
+
 ```mermaid
 graph LR
   subgraph M3P2_servidor
@@ -78,11 +96,14 @@ graph LR
   Profesor((Profesor))
   Estudiante((Estudiante))
 
-  Estudiante --> |reads| M3P2_website
+  Profesor --> |edits| Propios_cursos
+  Propios_cursos --> |triggers| Propio_pipeline
+  Propio_pipeline --> |updates| Propio_website
+  Profesor --> |reads| Propios_website
+
   Profesor --> |edits| M3P2_cursos
-  M3P2_cursos --> |triggers| Pipeline
+  M3P2_cursos --> |triggers| M3P2_pipeline
+  PM3P2_pipeline --> |updates| M3P2_website
 
-    Profesor --> |edits| Propios_cursos
-    Propios_cursos --> |triggers| Pipeline
-    Pipeline --> |updates| Propio_websit
+  Estudiante --> |reads| M3P2_website
 ```