diff --git a/.github/workflows/commits.yml b/.github/workflows/commits.yml
index 9f8c6c5..77e9492 100644
--- a/.github/workflows/commits.yml
+++ b/.github/workflows/commits.yml
@@ -1,18 +1,36 @@
-name: Commits Syntax Checker
+name: Validar commits en develop
 
 on:
-  pull_request:
-    branches: [main]
-    types: [opened, reopened, edited, review_requested, synchronize]
   push:
     branches:
-      - "main"
-  workflow_call:
+      - develop
 
 jobs:
-  check:
-    name: Conventional Commits
+  validar-commits:
     runs-on: ubuntu-latest
+
     steps:
-      - uses: actions/checkout@v2
-      - uses: webiny/action-conventional-commits@v1.0.3
\ No newline at end of file
+      - name: Checkout del código
+        uses: actions/checkout@v2
+
+      - name: Obtener commits del push
+        run: |
+          # Obtener los commits realizados en el push
+          commits=$(git log origin/develop..HEAD --oneline)
+          echo "Commits realizados en el push:"
+          echo "$commits"
+
+          # Validar cada commit
+          while IFS= read -r commit; do
+            mensaje=$(echo "$commit" | awk '{$1=""; print $0}' | xargs)
+            
+            if ! echo "$mensaje" | grep -Eq '^(feat|fix|docs|style|refactor|test|chore|perf|build|ci)\([a-zA-Z0-9 _-]+\):\ .+'; then
+              echo "Error: El mensaje de commit no sigue el formato esperado."
+              echo "Formato esperado: <tipo>(<módulo>): <descripción>"
+              echo "Ejemplo válido: fix(workflows): Corrección en el pipeline de CI"
+              echo "Mensaje actual: '$mensaje'"
+              exit 1
+            fi
+          done <<< "$commits"
+
+          echo "Todos los mensajes de commit cumplen con el formato esperado."
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
deleted file mode 100644
index ccbd331..0000000
--- a/.github/workflows/lint.yml
+++ /dev/null
@@ -1,28 +0,0 @@
-name: Python Lint
-
-on:
-  push:
-    branches: [main, develop]
-  pull_request:
-    branches: [main, develop]
-
-jobs:
-  lint:
-    runs-on: ubuntu-latest
-
-    steps:
-    - uses: actions/checkout@v2
-
-    - name: Set up Python
-      uses: actions/setup-python@v2
-      with:
-        python-version: '3.x'
-
-    - name: Install Dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install flake8
-
-    - name: Lint with flake8
-      run: |
-        flake8 app
diff --git a/.github/workflows/release-with-changelog.yml b/.github/workflows/release-with-changelog.yml
new file mode 100644
index 0000000..74a89aa
--- /dev/null
+++ b/.github/workflows/release-with-changelog.yml
@@ -0,0 +1,85 @@
+name: Release Workflow
+
+on:
+  pull_request:
+    types:
+      - closed
+    branches:
+      - main
+
+jobs:
+  release:
+    if: >
+      github.event.pull_request.merged == true &&
+      contains(github.event.pull_request.title, 'release')
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Check out the code
+        uses: actions/checkout@v3
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.10' # Cambia según tus necesidades
+
+      - name: Install Python dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+
+      - name: Set up Node.js
+        uses: actions/setup-node@v3
+        with:
+          node-version: '18' # Cambia según tus necesidades
+
+      - name: Install Node.js dependencies
+        run: npm install
+
+      - name: Run semantic-release
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # Se usa para autenticar con GitHub
+        run: npx semantic-release
+
+      - name: Get version from PR title or increment it
+        run: |
+          # Obtener el título de la PR
+          PR_TITLE="${{ github.event.pull_request.title }}"
+          echo "PR title: $PR_TITLE"
+
+          # Buscar un patrón de versión X.Y.Z en el título
+          VERSION_PATTERN="([0-9]+)\.([0-9]+)\.([0-9]+)"
+          if [[ "$PR_TITLE" =~ $VERSION_PATTERN ]]; then
+            # Si se encuentra un patrón de versión, extraerlo
+            MAJOR="${BASH_REMATCH[1]}"
+            MINOR="${BASH_REMATCH[2]}"
+            PATCH="${BASH_REMATCH[3]}"
+            echo "Found version: $MAJOR.$MINOR.$PATCH"
+          else
+            # Si no se encuentra, obtener la versión desde package.json y sumarle 1 al PATCH
+            CURRENT_VERSION=$(jq -r .version package.json)
+            IFS='.' read -r MAJOR MINOR PATCH <<< "$CURRENT_VERSION"
+            PATCH=$((PATCH + 1))
+            echo "No version found in PR title, incrementing patch to: $MAJOR.$MINOR.$PATCH"
+          fi
+
+          # Crear la nueva versión
+          NEW_VERSION="$MAJOR.$MINOR.$PATCH"
+          echo "New version: $NEW_VERSION"
+
+          # Actualizar la versión en package.json (opcional)
+          jq ".version = \"$NEW_VERSION\"" package.json > package.json.tmp && mv package.json.tmp package.json
+
+          # Crear la etiqueta con la nueva versión
+          git tag -a "v$NEW_VERSION" -m "Release version $NEW_VERSION"
+
+          # Empujar la etiqueta al repositorio remoto
+          git push origin "v$NEW_VERSION"
+
+      - name: Commit updated version
+        run: |
+          git config user.name "GitHub Actions Bot"
+          git config user.email "actions@github.com"
+          git add package.json CHANGELOG.md
+          git commit -m "chore(release): update version to $(jq -r .version package.json)"
+          git push
diff --git a/.github/workflows/render.yml b/.github/workflows/render.yml
index 6c10cdf..10c844d 100644
--- a/.github/workflows/render.yml
+++ b/.github/workflows/render.yml
@@ -2,16 +2,14 @@ name: Deploy to Render
 
 on:
   push:
-    branches:
-      - main
+    tags:
+      - 'v*'  
   pull_request:
     branches:
-      - main
+      - main  
 
 jobs:
-
   testing:
-
     name: Run Tests
     runs-on: ubuntu-latest
 
@@ -28,40 +26,66 @@ jobs:
         options: --health-cmd="mysqladmin ping" --health-interval=10s --health-timeout=5s --health-retries=3
 
     steps:
+      - name: Check out the repository
+        uses: actions/checkout@v4
 
-    - uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
 
-    - uses: actions/setup-python@v5
-      with:
-        python-version: '3.12'
 
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
+      - name: Run Tests
+        env:
+          FLASK_ENV: testing
+          MARIADB_HOSTNAME: 127.0.0.1
+          MARIADB_PORT: 3306
+          MARIADB_DATABASE: uvlhubdb_test
+          MARIADB_USER: uvlhub_user
+          MARIADB_PASSWORD: uvlhub_password
+        run: |
+          pytest app/modules/ --ignore-glob='*selenium*'
 
-    - name: Run Tests
-      env:
-        FLASK_ENV: testing
-        MARIADB_HOSTNAME: 127.0.0.1
-        MARIADB_PORT: 3306
-        MARIADB_TEST_DATABASE: uvlhubdb_test
-        MARIADB_USER: uvlhubdb_user
 
-        MARIADB_PASSWORD: uvlhub_password
-      run: |
-        pytest app/modules/ --ignore-glob='*selenium*'
 
   deploy:
     name: Deploy to Render
     needs: testing
     runs-on: ubuntu-latest
+
     steps:
-      - name: Check out the repo
+      - name: Check out the repository
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+
+      - name: Populate Database
+        env:
+          FLASK_ENV: production
+          MARIADB_HOSTNAME: ${{ secrets.MARIADB_HOSTNAME }}
+          MARIADB_PORT: ${{ secrets.MARIADB_PORT }}
+          MARIADB_DATABASE: ${{ secrets.MARIADB_DATABASE }}
+          MARIADB_USER: ${{ secrets.MARIADB_USER }}
+          MARIADB_PASSWORD: ${{ secrets.MARIADB_PASSWORD }}
+        run: |
+          flask db upgrade  
+          flask db seed     
+
       - name: Deploy to Render
         env:
           deploy_url: ${{ secrets.RENDER_DEPLOY_HOOK_URL }}
         run: |
-          curl "$deploy_url"
+          curl -X POST "$deploy_url"
\ No newline at end of file