diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0ea0cf7..2a60029 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -67,7 +67,7 @@ alpha32:
     - '%PYTHON3-32% setup.py build'
     - cd ..
     - cd scripts
-    - '%PYTHON3-32% prepare_zipversion_cxfreeze.py'
+    - '%PYTHON3-32% prepare_zipversion.py'
     - call genpot_interface.bat
     - call genpot_doc.bat
     - cd ..
@@ -84,47 +84,11 @@ alpha32:
     name: socializer_alpha
     expire_in: 1 day
 
-alpha:
-  type: deploy
-  tags:
-    - windows10
-  before_script:
-    - '%PYTHON3-32% -V'
-    - '%PYTHON3-32% -m pip install --upgrade pip cx_freeze'
-    - '%PYTHON3-32% -m pip install --upgrade -r requirements.txt'
-    - '%PYTHON3-32% -m pip uninstall enum34 -y'
-  script:
-    - copy changelog.md doc\changelog.md
-    - cd doc
-    - '%PYTHON3-32% documentation_importer.py'
-    - cd ..\src
-    - '%PYTHON3-32% ..\doc\generator.py'
-    - '%PYTHON3-32% write_version_data.py'
-    - '%PYTHON3-32% setup.py build'
-    - cd ..
-    - cd scripts
-    - '%PYTHON3-32% prepare_zipversion_cxfreeze.py'
-    - call genpot_interface.bat
-    - call genpot_doc.bat
-    - cd ..
-    - move src\socializer.zip socializer.zip
-    - move scripts\socializer.pot socializer.pot
-    - move scripts\socializer-documentation.pot socializer-documentation.pot
-  only:
-    - schedules
-  artifacts:
-    paths:
-    - socializer.zip
-    - socializer.pot
-    - socializer-documentation.pot
-    name: socializer_alpha
-    expire_in: 1 day
-
 ### This is commented because there is no 64 bits version of enchant, thus pyenchant will not work.
 ### I will reenable this when we will get rid of enchant, probably in favour of symspellpy
 # Creates a version built with Python 3.7 and cx-freeze
 # this is going to be the current alpha version after november 27.
-.alpha64:
+alpha64:
   type: deploy
   tags:
     - windows10
@@ -143,7 +107,7 @@ alpha:
     - '%PYTHON3-64% setup.py build'
     - cd ..
     - cd scripts
-    - '%PYTHON3-64% prepare_zipversion_cxfreeze.py'
+    - '%PYTHON3-64% prepare_zipversion.py'
     - call genpot_interface.bat
     - call genpot_doc.bat
     - cd ..
diff --git a/scripts/prepare_zipversion.py b/scripts/prepare_zipversion.py
index 7abed3f..4945707 100644
--- a/scripts/prepare_zipversion.py
+++ b/scripts/prepare_zipversion.py
@@ -6,10 +6,7 @@ import sys
 def create_archive():
 	os.chdir("..\\src")
 	print("Creating zip archive...")
-	if sys.version[0] == "3":
-		folder = "dist/main"
-	else:
-		folder = "dist"
+	folder = "dist"
 	shutil.make_archive("socializer", "zip", folder)
 #	if os.path.exists("dist"):
 #		shutil.rmtree("dist")
diff --git a/scripts/prepare_zipversion_cxfreeze.py b/scripts/prepare_zipversion_cxfreeze.py
deleted file mode 100644
index 4945707..0000000
--- a/scripts/prepare_zipversion_cxfreeze.py
+++ /dev/null
@@ -1,17 +0,0 @@
-#! /usr/bin/env python# -*- coding: iso-8859-1 -*-
-import  shutil
-import os
-import sys
-
-def create_archive():
-	os.chdir("..\\src")
-	print("Creating zip archive...")
-	folder = "dist"
-	shutil.make_archive("socializer", "zip", folder)
-#	if os.path.exists("dist"):
-#		shutil.rmtree("dist")
-	if os.path.exists("build"):
-		shutil.rmtree("build")
-	os.chdir("..\\scripts")
-
-create_archive()
\ No newline at end of file
diff --git a/src/setup.py b/src/setup.py
index b805452..3448e8b 100644
--- a/src/setup.py
+++ b/src/setup.py
@@ -31,7 +31,7 @@ if sys.platform == 'win32':
 
 build_exe_options = dict(
 	build_exe="dist",
-	optimize=2,
+	optimize=1,
 	include_msvcr=True,
 	zip_include_packages=["accessible_output2", "sound_lib", "arrow"],
 	include_files=["session.defaults", "cacert.pem", "app-configuration.defaults", "locales", "sounds", "documentation", "../windows-dependencies/x86/oggenc2.exe", "../windows-dependencies/x86/bootstrap.exe", "../windows-dependencies/dictionaries", find_sound_lib_datafiles(), find_accessible_output2_datafiles()],
diff --git a/src/update/update.py b/src/update/update.py
index b8d91e7..b607431 100644
--- a/src/update/update.py
+++ b/src/update/update.py
@@ -75,11 +75,11 @@ def find_version_data(update_type, current_version, available_update):
 			return (False, False, False)
 		available_description = available_update["message"]
 		# ToDo: simplify this so it can be reused in other projects.
-		import application
-		if application.is_pyinstaller():
-			update_url = "https://code.manuelcortez.net/manuelcortez/socializer/-/jobs/artifacts/master/raw/socializer.zip?job=alpha_python3"
-		else:
+		import platform
+		if platform.architecture()[0][:2] == "32":
 			update_url = "https://code.manuelcortez.net/manuelcortez/socializer/-/jobs/artifacts/master/raw/socializer_x86.zip?job=alpha32"
+		else:
+			update_url = "https://code.manuelcortez.net/manuelcortez/socializer/-/jobs/artifacts/master/raw/socializer_x64.zip?job=alpha64"
 		return (available_version, available_description, update_url)
 
 def download_update(update_url, update_destination, requests_session, progress_callback=None, chunk_size=io.DEFAULT_BUFFER_SIZE):