diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c6309a4f60..c94bd4454d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -43,7 +43,7 @@ jobs:
     - name: Build PDF
       if: github.repository == 'tldr-pages/tldr' && github.ref == 'refs/heads/main'
       working-directory: ./scripts/pdf
-      run: bash build-pdf.sh
+      run: python render.py ../../pages -c solarized-light
 
     - name: Deploy
       if: github.repository == 'tldr-pages/tldr' && github.ref == 'refs/heads/main'
diff --git a/scripts/deploy.sh b/scripts/deploy.sh
index 712ad4d8be..d6db2654a9 100755
--- a/scripts/deploy.sh
+++ b/scripts/deploy.sh
@@ -33,13 +33,12 @@ function upload_assets {
   mv -f "${TLDR_LANG_ARCHIVES_DIRECTORY}"/*.zip "$SITE_HOME/assets/"
   rm -rf "$TLDR_LANG_ARCHIVES_DIRECTORY"
   cp -f "$TLDRHOME/index.json" "$SITE_HOME/assets/"
-  cp -f "${TLDRHOME}/scripts/pdf/tldr-book*.pdf" "${SITE_HOME}/assets/"
-
+  cp -f "${TLDRHOME}/scripts/pdf/tldr-pages.pdf" "${SITE_HOME}/assets/tldr-book.pdf"
 
   sha256sum \
     "${SITE_HOME}/assets/index.json" \
     "${SITE_HOME}/assets/"*.zip \
-    "${SITE_HOME}/assets/tldr-book*.pdf" \
+    "${SITE_HOME}/assets/tldr-book.pdf" \
     > "${SITE_HOME}/assets/tldr.sha256sums"
 
   cd "$SITE_HOME"
diff --git a/scripts/pdf/NotoSans-Regular.ttf b/scripts/pdf/NotoSans-Regular.ttf
deleted file mode 100644
index 7552fbe806..0000000000
Binary files a/scripts/pdf/NotoSans-Regular.ttf and /dev/null differ
diff --git a/scripts/pdf/README.md b/scripts/pdf/README.md
index 088a3d0df8..b93e1b1a10 100644
--- a/scripts/pdf/README.md
+++ b/scripts/pdf/README.md
@@ -2,6 +2,12 @@
 
 This directory contains the script and related resources to generate a PDF document with all the `tldr` pages.
 
+## Preview
+
+![cryptsetup in the Basic color-scheme.](https://user-images.githubusercontent.com/29029116/35637791-4e42af80-06db-11e8-8b8e-42ce6c905ff4.jpg)
+![cryptsetup in the Solarized Light color-scheme.](https://user-images.githubusercontent.com/29029116/35637798-51e3784a-06db-11e8-9576-6e57ef5c5c20.jpg)
+![cryptsetup in the Solarized Dark color-scheme.](https://user-images.githubusercontent.com/29029116/35637801-54449fce-06db-11e8-93f7-d90cdc34044b.jpg)
+
 ## Highlights
 
 - No LaTeX dependencies for generating the PDF.
@@ -19,20 +25,14 @@ Make sure OS specific dependencies for WeasyPrint are installed by following the
 
 Generating the PDF is as simple as running:
 
-    python3 render.py <path-to-pages-directory> [--color <color-scheme>] [--output <filename>]
+    python3 render.py <path-to-pages-directory> --color <color-scheme>
 
 Complete information about the arguments can be viewed by running:
 
     python3 render.py --help
 
-Available color schemes:
+The color-schemes that can be specified are:
 
-- `basic`
-- `solarized-light`
-- `solarized-dark`
-
-## Preview
-
-![cryptsetup in the Basic color-scheme.](https://user-images.githubusercontent.com/29029116/35637791-4e42af80-06db-11e8-8b8e-42ce6c905ff4.jpg)
-![cryptsetup in the Solarized Light color-scheme.](https://user-images.githubusercontent.com/29029116/35637798-51e3784a-06db-11e8-9576-6e57ef5c5c20.jpg)
-![cryptsetup in the Solarized Dark color-scheme.](https://user-images.githubusercontent.com/29029116/35637801-54449fce-06db-11e8-93f7-d90cdc34044b.jpg)
+* `basic`
+* `solarized-light`
+* `solarized-dark`
diff --git a/scripts/pdf/basic.css b/scripts/pdf/basic.css
index cfc0f10d31..52d794209e 100644
--- a/scripts/pdf/basic.css
+++ b/scripts/pdf/basic.css
@@ -1,8 +1,8 @@
 /* SPDX-License-Identifier: MIT */
 
 @font-face {
-    font-family: "sans-serif";
-    src: url("NotoSans-Regular.ttf") format("truetype");
+    font-family: "PT Serif";
+    src: url("pt-serif-web-regular.ttf") format("truetype");
 }
 
 p {
@@ -14,7 +14,7 @@ code {
 }
 
 h1, h2, h4, ul {
-    font-family: "sans-serif";
+    font-family: "PT Serif";
 }
 
 .title-main {
diff --git a/scripts/pdf/build-pdf.sh b/scripts/pdf/build-pdf.sh
deleted file mode 100644
index 09df4d21a7..0000000000
--- a/scripts/pdf/build-pdf.sh
+++ /dev/null
@@ -1,33 +0,0 @@
-#!/usr/bin/env bash
-# SPDX-License-Identifier: MIT
-
-# This script is executed by GitHub Actions when a PR is merged (i.e. in the `Build PDF` step).
-set -ex
-
-function process_page {
-  pageDir="$1"
-  folder=$(basename "${pageDir}")
-  language="${folder##*.}"
-  case $folder in
-    pages.bn | pages.ja | pages.ko | pages.ml | pages.ta | pages.th | pages.zh | pages.zh_TW)
-      ;;
-    pages)
-      python3 render.py "${pageDir}" -c solarized-light
-      ;;
-    *)
-      python3 render.py "${pageDir}" -c basic -o "tldr-book-${language}.pdf"
-      ;;
-  esac
-}
-
-function main {
-  for pageDir in ../../pages*; do
-    process_page "${pageDir}"
-  done
-}
-
-###################################
-# MAIN
-###################################
-
-main
diff --git a/scripts/pdf/pt-serif-web-regular.ttf b/scripts/pdf/pt-serif-web-regular.ttf
new file mode 100644
index 0000000000..5310691a99
Binary files /dev/null and b/scripts/pdf/pt-serif-web-regular.ttf differ
diff --git a/scripts/pdf/render.py b/scripts/pdf/render.py
index bf1a361e8d..a639acfe83 100644
--- a/scripts/pdf/render.py
+++ b/scripts/pdf/render.py
@@ -17,7 +17,7 @@ from datetime import datetime
 from weasyprint import HTML
 
 
-def main(loc, colorscheme, output_filename):
+def main(loc, colorscheme):
     # Checking correctness of path
     if not os.path.isdir(loc):
         print("Invalid directory. Please try again!", file=sys.stderr)
@@ -31,13 +31,11 @@ def main(loc, colorscheme, output_filename):
     # A string that stores all pages in HTML format
     html = (
         '<!doctype html><html><head><meta charset="utf-8"></head>'
-        + "<body><h1 class=title-main>tldr pages book</h1>"
+        + "<body><h1 class=title-main>tldr pages</h1>"
         + "<div class=title-sub>Simplified and community-driven man pages</div>"
         + "<div class=title-sub><em><small>Generated on "
         + datetime.now().strftime("%c")
-        + "</small></em></div><br><br>"
-        + "<div class=title-sub>Website: <a href=https://tldr.sh>https://tldr.sh</a></div><br>"
-        + "<div class=title-sub>GitHub: <a href=https://github.com/tldr-pages/tldr>https://github.com/tldr-pages/tldr</a></div><br>"
+        + "</small></em></div>"
         + '<p style="page-break-before: always" ></p>'
     )
 
@@ -71,10 +69,10 @@ def main(loc, colorscheme, output_filename):
 
     # Writing the PDF to disk
     print("\nConverting all pages to PDF...")
-    HTML(string=html).write_pdf(output_filename, stylesheets=csslist)
+    HTML(string=html).write_pdf("tldr-pages.pdf", stylesheets=csslist)
 
-    if os.path.exists(output_filename):
-        print(f"\nCreated {output_filename} in the current directory!\n")
+    if os.path.exists("tldr-pages.pdf"):
+        print("\nCreated tldr-pages.pdf in the current directory!\n")
 
 
 if __name__ == "__main__":
@@ -91,12 +89,6 @@ if __name__ == "__main__":
         default="basic",
         help="Color scheme of the PDF",
     )
-    parser.add_argument(
-        "-o",
-        "--output",
-        default="tldr-book.pdf",
-        help="Custom filename for the output PDF (default is 'tldr-pages.pdf')",
-    )
     args = parser.parse_args()
 
-    main(args.dir_path, args.color, args.output)
+    main(args.dir_path, args.color)