diff --git a/.github/workflows/ligthtwood.yml b/.github/workflows/lightwood.yml
similarity index 83%
rename from .github/workflows/ligthtwood.yml
rename to .github/workflows/lightwood.yml
index b9c7b9296..9e87fb1fd 100644
--- a/.github/workflows/ligthtwood.yml
+++ b/.github/workflows/lightwood.yml
@@ -46,6 +46,7 @@ jobs:
 
   deploy:
     runs-on: ubuntu-latest
+    environment: PublishCI
     needs: test
     if: github.ref == 'refs/heads/stable' || github.event_name == 'release'
     steps:
@@ -57,11 +58,13 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install setuptools wheel twine
-    - name: Build and publish
+        pip install poetry
+    - name: Build
+      run: poetry build
+    - name: Publish
       env:
-        TWINE_USERNAME:  __token__
-        TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
+        POETRY_HTTP_BASIC_PYPI_USERNAME: __token__
+        POETRY_HTTP_BASIC_PYPI_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
       run: |
-        python setup.py sdist
-        twine upload dist/*
+        poetry publish --dry-run
+        poetry publish
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
deleted file mode 100644
index fc6cf8b2d..000000000
--- a/.github/workflows/release.yml
+++ /dev/null
@@ -1,26 +0,0 @@
-name: Release Lightwood
-
-on:
-  release:
-    types: [ published ]
-
-jobs:
-  deploy:
-    runs-on: ubuntu-latest
-    steps:
-    - uses: actions/checkout@v2
-    - name: Set up Python
-      uses: actions/setup-python@v2
-      with:
-        python-version: '3.8'
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install setuptools wheel twine
-    - name: Build and publish
-      env:
-        TWINE_USERNAME:  __token__
-        TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
-      run: |
-        python setup.py sdist
-        twine upload dist/*
\ No newline at end of file
diff --git a/lightwood/__about__.py b/lightwood/__about__.py
index 72c02c861..7a82050a4 100644
--- a/lightwood/__about__.py
+++ b/lightwood/__about__.py
@@ -1,6 +1,6 @@
 __title__ = 'lightwood'
 __package_name__ = 'lightwood'
-__version__ = '24.3.3.0'
+__version__ = '24.3.3.1'
 __description__ = "Lightwood is a toolkit for automatic machine learning model building"
 __email__ = "community@mindsdb.com"
 __author__ = 'MindsDB Inc'
diff --git a/pyproject.toml b/pyproject.toml
index df0e41615..a20cf7c25 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "lightwood"
-version = "24.3.3.0"
+version = "24.3.3.1"
 description = "Lightwood is Legos for Machine Learning."
 authors = ["MindsDB Inc."]
 license = "GPL-3.0-only"