diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
new file mode 100644
index 0000000..3ce122d
--- /dev/null
+++ b/.github/workflows/deploy.yml
@@ -0,0 +1,52 @@
+name: Deploy Python Application
+
+on:
+  pull_request:
+    types:
+      - closed
+    branches:
+      - main
+
+jobs:
+  get-version:
+    name: Determine Next Version
+    runs-on: ubuntu-latest
+    if: github.event.pull_request.merged == true
+    outputs:
+      version: ${{ steps.version.outputs.next_version }}
+    steps:
+      - uses: actions/checkout@v4
+      
+      - name: Determine next version
+        id: version
+        uses: Aignosi/github_workflow_templates/.github/actions/determine-next-version@main
+        with:
+          branch_name: ${{ github.event.pull_request.head.ref }}
+
+  deploy:
+    name: Deploy
+    needs: [get-version]
+    uses: Aignosi/github_workflow_templates/.github/workflows/reusable-deploy.yml@feature/SIENTIAPDE-1352
+    with:
+      version: ${{ needs.get-version.outputs.version }}
+      project_type: 'python'
+      image_name: 'sientia-dataops-model-manager'
+      helm_chart_path: 'sientia-module'
+      helm_release_name: 'sientia-dataops-model-manager'
+      helm_namespace: 'sientia'
+      app_owner: 'Aignosi'
+      private_repos: 'sientia-dataops-library'
+      helm_repo_name: 'sientia'
+      helm_repo_url: 'https://raw.githubusercontent.com/Aignosi/sientia-dataops-helm-repo/refs/heads/main/'
+      helm_chart_version: '0.6.0'
+      helm_values_file: './values.yaml'
+    secrets:
+      AZURE_CREDENTIALS: ${{ secrets.AZURE_CREDENTIALS }}
+      REGISTRY_LOGIN_SERVER: ${{ secrets.REGISTRY_LOGIN_SERVER }}
+      REGISTRY_USERNAME: ${{ secrets.REGISTRY_USERNAME }}
+      REGISTRY_PASSWORD: ${{ secrets.REGISTRY_PASSWORD }}
+      SUSE_RKE2_KUBE_CONFIG: ${{ secrets.SUSE_RKE2_KUBE_CONFIG }}
+      CI_DEPS_APP_ID: ${{ secrets.CI_DEPS_APP_ID }}
+      CI_DEPS_PRIVATE_KEY: ${{ secrets.CI_DEPS_PRIVATE_KEY }}
+      HELM_REPO_USERNAME: ${{ secrets.HELM_REPO_USERNAME }}
+      HELM_REPO_PASSWORD: ${{ secrets.HELM_REPO_PASSWORD }}
diff --git a/.github/workflows/quality-gate.yml b/.github/workflows/quality-gate.yml
index 7d433b0..6a48281 100644
--- a/.github/workflows/quality-gate.yml
+++ b/.github/workflows/quality-gate.yml
@@ -1,237 +1,16 @@
 name: Quality gate
 
 on:
-#  push:
-#    branches:
-#      - main
   pull_request:
     branches:
       - main
     types: [ opened, synchronize, reopened ]
 
 jobs:
-  sonar:
-    name: SonarQube Analysis
-    runs-on: ubuntu-latest
+  quality-gate:
+    uses: Aignosi/github_workflow_templates/.github/workflows/dataops-module-quality-gate.yml@feature/SIENTIAPDE-1352
     permissions: write-all
-    steps:
-      - name: ⬇️ Checkout Code
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          persist-credentials: false
-
-      - name: Calculate Version
-        id: calculate-version
-        if: github.event_name == 'pull_request'
-        uses: actions/github-script@v7
-        with:
-          script: |
-            const fs = require('fs');
-            
-            // Função para calcular nova versão baseada no branch
-            function calculateVersion(lastVersion, branchName) {
-              const parseVersion = (v) => {
-                const match = v.match(/^(\d+)\.(\d+)\.(\d+)(?:-rc(\d+))?$/);
-                if (!match) throw new Error(`Invalid version format: ${v}`);
-                return {
-                  major: parseInt(match[1]),
-                  minor: parseInt(match[2]),
-                  patch: parseInt(match[3]),
-                  rc: match[4] ? parseInt(match[4]) : null
-                };
-              };
-              
-              const current = parseVersion(lastVersion);
-              
-              if (branchName.startsWith('release/')) {
-                return `${current.major + 1}.0.0`;
-              } else if (branchName.startsWith('feature/')) {
-                return `${current.major}.${current.minor + 1}.0`;
-              } else if (branchName.startsWith('fix/')) {
-                return `${current.major}.${current.minor}.${current.patch + 1}`;
-              } else if (branchName.startsWith('rc/')) {
-                if (current.rc !== null) {
-                  return `${current.major}.${current.minor}.${current.patch}-rc${current.rc + 1}`;
-                } else {
-                  return `${current.major}.${current.minor}.${current.patch}-rc1`;
-                }
-              }
-              
-              return null; // Não sugerir para outros tipos de branch
-            }
-            
-            try {
-              const branchName = context.payload.pull_request.head.ref;
-              console.log(`Branch name: ${branchName}`);
-              
-              // Validar se o branch segue os padrões aceitos
-              const validPrefixes = ['release/', 'feature/', 'fix/', 'rc/'];
-              const isValidBranch = validPrefixes.some(prefix => branchName.startsWith(prefix));
-              
-              if (!isValidBranch) {
-                const errorMessage = `## 🚨 Erro: Nome do Branch Inválido\n\n` +
-                  `O branch \`${branchName}\` não segue os padrões de nomenclatura aceitos.\n\n` +
-                  `### 📝 Padrões Aceitos:\n` +
-                  `- \`release/*\`: Para releases de major version (ex: release/v2.0.0)\n` +
-                  `- \`feature/*\`: Para novas funcionalidades (ex: feature/nova-funcionalidade)\n` +
-                  `- \`fix/*\`: Para correções de bugs (ex: fix/correcao-bug)\n` +
-                  `- \`rc/*\`: Para release candidates (ex: rc/v1.2.0-rc1)\n\n` +
-                  `### 🔧 Como corrigir:\n` +
-                  `1. Renomeie o branch para seguir um dos padrões acima\n` +
-                  `2. Ou crie um novo branch com o nome correto\n`;
-                
-                const prNumber = context.issue.number;
-                await github.rest.issues.createComment({
-                  owner: context.repo.owner,
-                  repo: context.repo.repo,
-                  issue_number: prNumber,
-                  body: errorMessage
-                });
-                
-                core.setFailed(`Invalid branch name: ${branchName}. Must start with release/, feature/, fix/, or rc/`);
-                return;
-              }
-              
-              // Obter a última tag de release
-              console.log('Fetching latest release tag...');
-              const { data: releases } = await github.rest.repos.listReleases({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                per_page: 1
-              });
-              
-              let lastReleaseVersion = null;
-              let newVersion = null;
-              
-              if (releases.length > 0) {
-                lastReleaseVersion = releases[0].tag_name.replace(/^v/, '');
-                console.log(`Latest release version: ${lastReleaseVersion}`);
-                // Calcular a nova versão baseada na última release
-                newVersion = calculateVersion(lastReleaseVersion, branchName);
-              } else {
-                console.log('No releases found, starting from 0.0.0');
-                lastReleaseVersion = 'N/A';
-                // Primeira release: começar com 0.0.0 independente do tipo de branch
-                newVersion = '0.0.0';
-              }
-              console.log(`Calculated version: ${newVersion}`);
-              
-              // Exportar a versão como output
-              core.setOutput('version', newVersion);
-              
-              // Adicionar comentário informativo no PR
-              const prNumber = context.issue.number;
-              const infoMessage = `## ✅ Versão Calculada Automaticamente\n\n` +
-                `**Branch:** \`${branchName}\`\n` +
-                `**Última release:** \`${lastReleaseVersion}\`\n` +
-                `**Nova versão:** \`${newVersion}\`\n\n` +
-                `### 📝 Regras Aplicadas:\n` +
-                `- \`release/*\`: Aumenta major, zera minor e patch (ex: 2.0.0)\n` +
-                `- \`feature/*\`: Mantém major, aumenta minor, zera patch (ex: 1.2.0)\n` +
-                `- \`fix/*\`: Mantém major e minor, aumenta patch (ex: 1.1.3)\n` +
-                `- \`rc/*\`: Mantém versão base, aumenta RC (ex: 1.1.2-rc2)\n`;
-              
-              await github.rest.issues.createComment({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                issue_number: prNumber,
-                body: infoMessage
-              });
-              
-            } catch (error) {
-              console.error('Error during version calculation:', error);
-              
-              const prNumber = context.issue.number;
-              const errorMessage = `## 🚨 Erro no Cálculo de Versão\n\n` +
-                `Ocorreu um erro durante o cálculo da versão:\n\n\`\`\`\n${error.message}\n\`\`\`\n\n` +
-                `Por favor, verifique se o nome do branch está correto e tente novamente.`;
-              
-              await github.rest.issues.createComment({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                issue_number: prNumber,
-                body: errorMessage
-              });
-              
-              core.setFailed(`Version calculation error: ${error.message}`);
-            }
-
-      - name: Generate App Token
-        id: generate-app-token
-        uses: actions/create-github-app-token@v1
-        with:
-          app-id: ${{ secrets.APP_ID }}
-          private-key: ${{ secrets.APP_PRIVATE_KEY }}
-          owner: 'Aignosi'
-          repositories: 'sientia-dataops-library'
-
-      - name: Prepare requirements.txt
-        id: prepare-requirements
-        run: |
-          sed -e "s|git+ssh://git@github.com/|git+https://github.com/|g" \
-              -e "s|git@github.com:|git+https://github.com/|g" \
-              requirements.txt > requirements_prepared.txt
-          echo "PROCESSED_REQUIREMENTS_FILE=requirements_prepared.txt" >> $GITHUB_OUTPUT
-
-      - name: Configure Git to use App Token
-        env:
-          GH_APP_TOKEN: ${{ steps.generate-app-token.outputs.token }}
-        run: |
-          git config --global url."https://oauth2:${GH_APP_TOKEN}@github.com/".insteadOf "https://github.com/"
-
-      - name: 🔧 Setup Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
-
-      - name: 💾 Cache pip packages
-        uses: actions/cache@v4
-        with:
-          path: ~/.cache/pip
-          key: ${{ runner.os }}-pip-${{ hashFiles('requirements_prepared.txt', 'requirements-dev.txt') }}
-          restore-keys: |
-            ${{ runner.os }}-pip-
-
-      - name: 📦 Install Dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install -r ${{ steps.prepare-requirements.outputs.PROCESSED_REQUIREMENTS_FILE }}
-          pip install -r requirements-dev.txt
-
-      - name: 📝 Code Formatting Check (Ruff)
-        run: |
-          echo "Checking code formatting..."
-          ruff format --check model_manager/ tests/
-        continue-on-error: false
-
-      - name: 🔎 Code Linting (Ruff)
-        run: |
-          echo "Running linting checks..."
-          ruff check model_manager/ tests/
-        continue-on-error: false
-
-      - name: 🏷️ Type Checking (mypy)
-        run: |
-          echo "Running type checks..."
-          mypy model_manager/
-        continue-on-error: true
-
-      - name: 🔒 Security Analysis (Bandit)
-        run: |
-          echo "Running security analysis..."
-          bandit -r model_manager/ -ll -q
-        continue-on-error: true
-
-      - name: 🧪 Run Tests with Pytest
-        run: |
-          pytest tests --junitxml=pytest.xml --cov=model_manager --cov-report=xml --cov-report=term
-
-      - name: Run SonarQube Analysis
-        uses: SonarSource/sonarqube-scan-action@v6
-        env:
-          SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }}
-          SONAR_HOST_URL: ${{ secrets.SONAR_HOST_URL }}
-        with:
-          args: >
-            -Dsonar.projectVersion=${{ steps.calculate-version.outputs.version || '0.0.0' }}
+    with:
+      project_name: 'model_manager'
+      repositories: 'sientia-dataops-library'
+    secrets: inherit
diff --git a/.gitignore b/.gitignore
index 2135453..571dd6e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -244,3 +244,5 @@ git_key*
 git_log
 tmp/
 sientia-module/
+.secrets
+.event.json
diff --git a/README.md b/README.md
index 65884e4..977bfda 100644
--- a/README.md
+++ b/README.md
@@ -60,6 +60,12 @@ An enterprise-grade ML model training orchestration platform built on Temporal.
   - [Code Quality Standards](#code-quality-standards)
 - [License](#license)
 - [Support](#support)
+- [Local GitHub Actions Testing (act)](#local-github-actions-testing-act)
+  - [What is act?](#what-is-act)
+  - [Installation](#installation)
+  - [Configuration](#configuration-2)
+  - [Usage](#usage)
+  - [Command Reference](#command-reference)
 - [Docker](#docker)
 - [Helm Chart](#helm-chart)
 
@@ -1172,6 +1178,176 @@ For support and questions:
 - Open an issue in the project repository
 - Contact the development team
 
+## Local GitHub Actions Testing (act)
+
+### What is act?
+
+[act](https://nektosact.com/) is a tool that allows you to run GitHub Actions locally using Docker. This is useful for:
+
+- **Testing workflows** before pushing to the repository
+- **Debugging issues** in workflows without creating commits
+- **Speeding up development** by avoiding push/wait/check cycles
+- **Saving GitHub Actions minutes** during development
+
+### Installation
+
+#### Prerequisites
+
+- Docker installed and running
+- Go (for installation via `go install`)
+
+#### Installation Steps
+
+```bash
+# 1. Update packages
+sudo apt-get update
+
+# 2. Install Go (if not already installed)
+sudo apt-get install golang
+
+# 3. Install act
+go install github.com/nektos/act@latest
+
+# 4. Add Go bin to PATH
+echo 'export PATH="$PATH:$HOME/go/bin"' >> ~/.bashrc
+source ~/.bashrc
+
+# 5. Verify installation
+act --version
+```
+
+On first run, `act` will ask which Docker image to use:
+- **Large** (~17GB): Full image, compatible with almost all actions
+- **Medium** (~500MB): Balanced image, compatible with most actions ✅ Recommended
+- **Micro** (<200MB): Minimal image, Node.js only
+
+### Configuration
+
+#### `.secrets` File
+
+Create a `.secrets` file in the project root to store tokens and credentials:
+
+```bash
+# .secrets
+GITHUB_TOKEN=ghp_xxxxxxxxxxxxxxxxxxxx
+SONAR_TOKEN=sqp_xxxxxxxxxxxxxxxxxxxx
+SONAR_HOST_URL=https://sonarqube.example.com
+CI_DEPS_APP_ID=123456
+CI_DEPS_PRIVATE_KEY="-----BEGIN RSA PRIVATE KEY-----\n...\n-----END RSA PRIVATE KEY-----"
+```
+
+> ⚠️ **Important**: The `.secrets` file is already in `.gitignore`. Never commit this file!
+
+#### `.event.json` File
+
+Create a `.event.json` file to simulate GitHub events (e.g., pull request):
+
+```json
+{
+  "pull_request": {
+    "head": {
+      "ref": "feature/my-feature"
+    },
+    "number": 1
+  }
+}
+```
+
+> ⚠️ **Important**: The `.event.json` file is already in `.gitignore`. Never commit this file!
+
+### Usage
+
+#### List Available Jobs
+
+```bash
+act -l
+```
+
+This command lists all available workflows and jobs in the repository.
+
+#### Run Quality Gate Locally
+
+```bash
+act pull_request -j quality-gate \
+  --secret-file .secrets \
+  --env SONAR_SCANNER_OPTS="-Dsonar.ci.autoconfig.disabled=true" \
+  --eventpath .event.json
+```
+
+#### Run Deploy Workflow with Local Repository
+
+If you have workflows that reference external repositories (e.g., reusable workflows), you can map them locally:
+
+```bash
+act pull_request \
+  -e .event.json \
+  --secret-file .secrets \
+  -W .github/workflows/deploy.yml \
+  --local-repository Aignosi/github_workflow_templates=/path/to/local/github_workflow_templates \
+  --container-daemon-socket /var/run/docker.sock \
+  --container-options "--user $(id -u):$(id -g)"
+```
+
+#### Docker Socket Permissions
+
+If you encounter permission issues with Docker socket:
+
+```bash
+# Grant temporary access to Docker socket
+sudo chmod 666 /var/run/docker.sock
+
+# Fix file ownership after running act (if needed)
+sudo chown -R $USER:$USER /path/to/project
+```
+
+### Command Reference
+
+#### Command Parameters
+
+| Parameter | Description |
+|-----------|-------------|
+| `pull_request` | Event type to simulate (can be `push`, `pull_request`, `workflow_dispatch`, etc.) |
+| `-j quality-gate` | Specific job name to execute (use `act -l` to see available jobs) |
+| `--secret-file .secrets` | File containing secrets (tokens, credentials) |
+| `--env VAR=value` | Sets environment variables for execution |
+| `--eventpath .event.json` | JSON file with the simulated event payload |
+
+#### Special Parameter: `SONAR_SCANNER_OPTS`
+
+```bash
+--env SONAR_SCANNER_OPTS="-Dsonar.ci.autoconfig.disabled=true"
+```
+
+This parameter is required because SonarQube tries to automatically detect the CI environment. When running locally with `act`, the complete GitHub Actions context is not available, causing errors. The `-Dsonar.ci.autoconfig.disabled=true` flag disables this automatic detection.
+
+#### Other Useful Commands
+
+```bash
+# List all jobs
+act -l
+
+# Run with verbose output
+act pull_request -j quality-gate --secret-file .secrets -v
+
+# Run a push event
+act push -j build --secret-file .secrets
+
+# Use a specific Docker image
+act -P ubuntu-latest=catthehacker/ubuntu:act-latest
+
+# Dry-run (doesn't execute, only shows what would be done)
+act -n
+```
+
+#### Troubleshooting
+
+| Problem | Solution |
+|---------|----------|
+| `SyntaxError: Unexpected end of JSON input` | Check if `.event.json` is properly formatted |
+| `NullPointerException` in SonarQube | Add `--env SONAR_SCANNER_OPTS="-Dsonar.ci.autoconfig.disabled=true"` |
+| `Not Found` when accessing GitHub API | Check if `GITHUB_TOKEN` in `.secrets` is valid |
+| Job not found | Use `act -l` to see the correct job names |
+
 ## Docker
 
 ### Create image