diff --git a/doc/src/learning_material/dot_ix_diagram_generator.md b/doc/src/learning_material/dot_ix_diagram_generator.md
index e3860418..df766b46 100644
--- a/doc/src/learning_material/dot_ix_diagram_generator.md
+++ b/doc/src/learning_material/dot_ix_diagram_generator.md
@@ -13,10 +13,11 @@
data="dot_ix_diagram_generator/landing_diagram.svg"
width="450">
- source
+ source
-
Dot IX: Diagram Generator
- Picture Your Understanding
+ Dot IX: Diagram Generator
+ Picture Your Understanding
+
Azriel Hoh
August 2024
diff --git a/doc/src/learning_material/dot_ix_diagram_generator/ideation/input_format.md b/doc/src/learning_material/dot_ix_diagram_generator/ideation/input_format.md
index 7484185c..14f19f2d 100644
--- a/doc/src/learning_material/dot_ix_diagram_generator/ideation/input_format.md
+++ b/doc/src/learning_material/dot_ix_diagram_generator/ideation/input_format.md
@@ -1,8 +1,12 @@
# Input Format
+
+
| Problem | Solution |
|:------------------------|:---------------------------------|
| Easy multi-object edits | 📝 Text format, good text editor |
| Compact | 📄 YAML for referenceable values |
| Out-of-the-box styling | 🖼️ Default theme |
| Customizable Styling | 🎨 Styling by ID with TailwindCSS |
+
+
diff --git a/doc/src/learning_material/dot_ix_diagram_generator/ideation/logistics.md b/doc/src/learning_material/dot_ix_diagram_generator/ideation/logistics.md
index b15c968f..f3d84af9 100644
--- a/doc/src/learning_material/dot_ix_diagram_generator/ideation/logistics.md
+++ b/doc/src/learning_material/dot_ix_diagram_generator/ideation/logistics.md
@@ -1,8 +1,12 @@
# Logistics
-| Problem | Solution |
-|:--------------------------------------|:-----------------------------------------------|
-| Free Hosting | 🐙 Github Pages |
-| No Web Server | 💻 Client side logic |
-| Easy diagram sharing | 🔖 Diagram stored in URL, copy SVG to clipboard |
-| No intellectual property transmission | 🔖 Diagram stored in URL fragment |
+
+
+| Problem | Solution |
+|:--------------------------------------|:-----------------------------------------------------|
+| Free Hosting | 🐙 Github Pages |
+| No Web Server | 💻 Client side logic |
+| Easy diagram sharing | 🔖 Diagram stored in URL
📝 Copy SVG to clipboard |
+| No intellectual property transmission | 🔖 Diagram stored in URL fragment |
+
+
diff --git a/doc/src/learning_material/dot_ix_diagram_generator/ideation/output_format.md b/doc/src/learning_material/dot_ix_diagram_generator/ideation/output_format.md
index fb4dce86..0e9c3116 100644
--- a/doc/src/learning_material/dot_ix_diagram_generator/ideation/output_format.md
+++ b/doc/src/learning_material/dot_ix_diagram_generator/ideation/output_format.md
@@ -1,5 +1,7 @@
# Output Format
+
+
| | 🖼️ PNG | 🌐 HTML | 🎨 SVG |
|:------------------------|:------:|:------:|:-----:|
| Externally Uploadable | 🟢 | 🔴 | 🟡 |
@@ -7,3 +9,5 @@
| Lossless Resolution | 🔴 | 🟢 | 🟢 |
| Interactive | 🔴 | 🟢 | 🟡 |
| Dynamic Level of Detail | 🔴 | 🟢 | 🔴 |
+
+
diff --git a/doc/src/learning_material/dot_ix_diagram_generator/landing_diagram.svg b/doc/src/learning_material/dot_ix_diagram_generator/landing_diagram.svg
index e40f5069..cf586afa 100644
--- a/doc/src/learning_material/dot_ix_diagram_generator/landing_diagram.svg
+++ b/doc/src/learning_material/dot_ix_diagram_generator/landing_diagram.svg
@@ -1,6 +1,6 @@
-