diff --git a/_docs/_contributing/home.md b/_docs/_contributing/homeward.md
similarity index 100%
rename from _docs/_contributing/home.md
rename to _docs/_contributing/homeward.md
diff --git a/bdocs b/bdocs
index acf6125bf5e..f8709a6ba13 100755
--- a/bdocs
+++ b/bdocs
@@ -15,7 +15,7 @@ export DEPLOY="$PROJECT_ROOT/scripts/create_deploy_text.sh"
 export RELEASE="$PROJECT_ROOT/scripts/create_release_text.sh"
 export TLINKS="$PROJECT_ROOT/scripts/transform_reference_links.py"
 export RLINKS="$PROJECT_ROOT/scripts/remove_unused_reference_links.rb"
-export CREDIRECTS="$PROJECT_ROOT/scripts/create_redirects.sh"
+export CREDIRECTS="$PROJECT_ROOT/scripts/create_redirects.py"
 export LREDIRECTS="$PROJECT_ROOT/scripts/list_redirect_urls.sh"
 
 # Displays usage for bdocs
diff --git a/scripts/create_redirects.py b/scripts/create_redirects.py
new file mode 100755
index 00000000000..18ccc37650a
--- /dev/null
+++ b/scripts/create_redirects.py
@@ -0,0 +1,70 @@
+#!/usr/bin/env python3
+
+# DESCRIPTION
+#
+# Usage: ./bdocs credirects
+
+import re
+import subprocess
+
+# Paths (assuming these are sourced or set elsewhere in your environment)
+redirect_file = "./assets/js/broken_redirect_list.js"
+project_root = "./"  # Adjust to your actual root if needed
+
+# Using Git, get the list of files that have been renamed.
+def get_changed_files():
+    cmd = f"git diff -M --summary develop HEAD -- {project_root}_docs"
+    result = subprocess.run(cmd, shell=True, capture_output=True, text=True)
+    # Filter lines that start with "rename" or " rename"
+    return [line.strip() for line in result.stdout.splitlines() if line.startswith("rename") or line.startswith(" rename")]
+
+def create_redirect(line):
+    # Remove everything up to and including the first space, but keep the initial underscore
+    line = line.split(" ", 1)[1]
+
+    # Remove any trailing `(NUM%)` from the line
+    line = re.sub(r"\s\(\d+%\)$", "", line)
+
+    # Get the relative paths for the old and new filenames
+    line_separator = line.split("{")[0].strip()
+
+    # Check if this is a directory rename (no `.md` in `{old => }/new.md` portion)
+    if re.search(r"{([^{}]+) => }/[^\s]+\.md", line):
+        # Directory-only rename handling
+        old_path_part, new_filename = re.search(r"{([^{}]+) => }/(.+)", line).groups()
+        
+        # Construct the paths for old and new locations
+        old_path = f"/{line_separator}{old_path_part}/{new_filename}"
+        new_path = f"/{line_separator}{new_filename}"
+    elif re.search(r"{(.+?) => (.+?)}", line):
+        # Standard file rename handling with `{old => new}` pattern
+        unformatted_old_path, unformatted_new_path = re.search(r"{(.+?) => (.+?)}", line).groups()
+        old_path = f"/{line_separator}{unformatted_old_path}"
+        new_path = f"/{line_separator}{unformatted_new_path}"
+    else:
+        return None
+
+    # Remove leading underscores and .md extensions, and format paths
+    old_path = old_path.replace("/_", "/").replace(".md", "")
+    new_path = new_path.replace("/_", "/").replace(".md", "")
+
+    # Convert paths to the redirect syntax: validurls['OLD'] = 'NEW';
+    redirect = f"validurls['{old_path}'] = '{new_path}';"
+
+    return redirect
+
+def main():
+    # Fetch changed files
+    changed_files = get_changed_files()
+    
+    # Process each line and write to redirect file
+    with open(redirect_file, 'a') as f:
+        for line in changed_files:
+            formatted_redirect = create_redirect(line)
+            if formatted_redirect:
+                f.write(formatted_redirect + "\n")
+    
+    print("Redirects added successfully!")
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/create_redirects.sh b/scripts/create_redirects.sh
deleted file mode 100755
index b59b2fafe03..00000000000
--- a/scripts/create_redirects.sh
+++ /dev/null
@@ -1,47 +0,0 @@
-#!/bin/bash
-#
-# DESCRIPTION
-# 
-# Usage: ./bdocs redirects -c
-
-# Get the list of renamed files in `_docs` directory from `develop` branch
-CHANGED_FILES=$(git diff --name-status origin/develop -- "$PROJECT_ROOT/_docs" | awk '$1 == "R" {print $2 " " $3}')
-
-# Check if there are any renamed files
-require_changed_files() {
-    if [ -z "$CHANGED_FILES" ]; then
-        echo "Error: No files or directories changed in the '_docs' directory."
-        exit 1
-    fi
-}
-
-# Function to format paths to remove underscores and `.md` extension
-format_path() {
-    echo "$1" | sed -E 's|/_|/|g' | sed -E 's|\.md$||g'
-}
-
-main() {
-    # Create redirects
-    redirects=""
-    while IFS= read -r line; do
-        old_path=$(echo "$line" | awk '{print $1}')
-        new_path=$(echo "$line" | awk '{print $2}')
-
-        # Format the paths
-        formatted_old_path=$(format_path "$old_path")
-        formatted_new_path=$(format_path "$new_path")
-
-        # Create the redirect entry
-        redirect="validurls['$formatted_old_path'] = '$formatted_new_path';"
-        redirects+="$redirect"$'\n'
-    done <<< "$CHANGED_FILES"
-
-    # Write redirects to the redirect file
-    echo "Appending redirects to $REDIRECT_FILE..."
-    echo "$redirects" >> "$REDIRECT_FILE"
-
-    echo "Redirects added successfully!"
-}
-
-require_changed_files
-main