diff --git a/.gitignore b/.gitignore
index 04c3528..4a99a26 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,6 @@
-echo ".env
-  *.log
-  .vscode/
-  __pycache__/
-  *.pyc
-  .DS_Store"
\ No newline at end of file
+.env
+*.log
+.vscode/
+__pycache__/
+*.pyc
+.DS_Store
diff --git a/README.md b/README.md
index ad3bb1c..9bf2689 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 This repository contains the experimental code, case studies, and interactive dashboard accompanying the paper "The Ubiquity of Space-Time Simulation in Modern Computing: From Theory to Practice".
 
-**Paper Repository**: [github.com/sqrtspace/sqrtspace-paper](https://github.com/sqrtspace/sqrtspace-paper)  
+**Paper Repository**: [git.marketally.com/sqrtspace/sqrtspace-paper](https://git.marketally.com/sqrtspace/sqrtspace-paper)  
 **Interactive Dashboard**: Run locally with `streamlit run dashboard/app.py`  
 **Based on**: Ryan Williams' 2025 result that TIME[t] ⊆ SPACE[√(t log t)]
 
@@ -82,7 +82,7 @@ python ollama_spacetime_experiment.py
 ### Installation
 ```bash
 # Clone repository
-git clone https://github.com/sqrtspace/sqrtspace-experiments.git
+git clone https://git.marketally.com/sqrtspace/sqrtspace-experiments.git
 cd Ubiquity
 
 # Install Python dependencies