diff --git a/.ci/after_success.sh b/.ci/after_success.sh
index 16ca8aa5d..930281e9a 100755
--- a/.ci/after_success.sh
+++ b/.ci/after_success.sh
@@ -9,6 +9,16 @@ set +e
 if [ -z "${CIRCLE_PULL_REQUEST}" ] && [ "${CIRCLE_BRANCH}" = 'master' ]; then
     echo "CIRCLE_NODE_INDEX: ${CIRCLE_NODE_INDEX}"
     if [ "$CIRCLE_NODE_INDEX" = 1 ]; then
+        echo -e "\\n${ANSI_GREEN}Updating translation source file."
+        make pot
+        pushd l10n && {
+            git checkout master
+            git -c user.name="KOReader build bot" -c user.email="non-reply@koreader.rocks" \
+                commit templates/koreader.pot -m "Updated translation source file"
+            git push --quiet "https://${TRANSLATIONS_GITHUB_TOKEN}@github.com/koreader/koreader-translations.git" master
+            echo -e "\\n${ANSI_GREEN}Translation update pushed."
+        } && popd || exit
+
         echo -e "\\n${ANSI_GREEN}Checking out koreader/doc for update."
         git clone git@github.com:koreader/doc.git koreader_doc
 
diff --git a/Makefile b/Makefile
index de17e18da..5419af5cb 100644
--- a/Makefile
+++ b/Makefile
@@ -489,7 +489,7 @@ DOMAIN=koreader
 TEMPLATE_DIR=l10n/templates
 XGETTEXT_BIN=xgettext
 
-pot:
+pot: po
 	mkdir -p $(TEMPLATE_DIR)
 	$(XGETTEXT_BIN) --from-code=utf-8 \
 		--keyword=C_:1c,2 --keyword=N_:1,2 --keyword=NC_:1c,2,3 \
@@ -498,14 +498,9 @@ pot:
 		`find plugins -iname "*.lua"` \
 		`find tools -iname "*.lua"` \
 		-o $(TEMPLATE_DIR)/$(DOMAIN).pot
-	# push source file to Transifex
-	$(MAKE) -i -C l10n bootstrap
-	$(MAKE) -C l10n push
 
 po:
-	$(MAKE) -C l10n pull
-	# After Weblate migration
-	#git submodule update --remote l10n
+	git submodule update --remote l10n
 
 
 static-check:
diff --git a/README.md b/README.md
index 47cb0cfff..2aee018d6 100644
--- a/README.md
+++ b/README.md
@@ -8,6 +8,7 @@
 [![Mobileread][badge-mobileread]][link-forum]
 [![Build Status][badge-circleci]][link-circleci]
 [![Coverage Status][badge-coverage]][link-coverage]
+[![Weblate Status][badge-weblate]][link-weblate]
 
 [Download](https://github.com/koreader/koreader/releases) •
 [Wiki](https://github.com/koreader/koreader/wiki) •
@@ -62,7 +63,7 @@ Please follow the model specific steps for your device:
 KOReader is developed and supported by volunteers all around the world. There are many ways you can help:
 
 - [fix bugs][link-issues-bugs] and [implement new features][link-issues-features]
-- [translate the program into your language][link-translations-transifex] or improve an existing translation
+- [translate the program into your language][link-weblate] or improve an existing translation
 - document lesser-known features on the [wiki][link-wiki]
 - help others with your knowledge on the [forum][link-forum]
 
@@ -93,6 +94,7 @@ Also if you have and old Pocketbook device you don't want, we might find it usef
 [badge-license]:https://img.shields.io/github/license/koreader/koreader
 [badge-release]:https://img.shields.io/github/release/koreader/koreader.svg
 [badge-mobileread]:https://img.shields.io/badge/forum-on_mobileread-lightgrey
+[badge-weblate]:https://hosted.weblate.org/widgets/koreader/-/koreader/svg-badge.svg
 
 [link-bountysource]:https://www.bountysource.com/teams/koreader
 [link-circleci]:https://circleci.com/gh/koreader/koreader
@@ -104,5 +106,5 @@ Also if you have and old Pocketbook device you don't want, we might find it usef
 [link-gitter]:https://gitter.im/koreader/koreader
 [link-issues-bugs]:https://github.com/koreader/koreader/issues?q=is%3Aopen+is%3Aissue+label%3Abug
 [link-issues-features]:https://github.com/koreader/koreader/issues?q=is%3Aopen+is%3Aissue+label%3Aenhancement
-[link-translations-transifex]:https://www.transifex.com/projects/p/koreader/
+[link-weblate]:https://hosted.weblate.org/engage/koreader/?utm_source=widget
 [link-wiki]:https://github.com/koreader/koreader/wiki