diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
index 07467a9..5030d0d 100644
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -1,24 +1,18 @@
-name: CI (Lint & Test)
+# Pipeline CI/CD pour Gitea Actions (Forgejo)
+# Compatible avec GitHub Actions pour la portabilité
+name: CI/CD Pipeline
 
 on:
   push:
-    branches-ignore:
-      - main
-    tags-ignore:
+    branches:
+      - '**'
+    tags:
       - 'v*'
-    paths:
-      - 'backend/**'
-      - 'frontend/**'
-      - 'documentation/**'
   pull_request:
-    paths:
-      - 'backend/**'
-      - 'frontend/**'
-      - 'documentation/**'
 
 jobs:
   validate:
-    name: Validate ${{ matrix.component }}
+    name: Valider ${{ matrix.component }}
     runs-on: ubuntu-latest
     strategy:
       matrix:
@@ -27,23 +21,23 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Install pnpm
+      - name: Installer pnpm
         uses: pnpm/action-setup@v4
         with:
           version: 9
 
-      - name: Setup Node.js
+      - name: Configurer Node.js
         uses: actions/setup-node@v4
         with:
           node-version: 20
 
-      - name: Get pnpm store directory
+      - name: Obtenir le chemin du store pnpm
         id: pnpm-cache
         shell: bash
         run: |
           echo "STORE_PATH=$(pnpm store path --silent)" >> "${GITEA_OUTPUT:-$GITHUB_OUTPUT}"
 
-      - name: Setup pnpm cache
+      - name: Configurer le cache pnpm
         uses: actions/cache@v4
         with:
           path: ${{ steps.pnpm-cache.outputs.STORE_PATH }}
@@ -51,17 +45,67 @@ jobs:
           restore-keys: |
             ${{ runner.os }}-pnpm-store-
 
-      - name: Install dependencies
+      - name: Installer les dépendances
         run: pnpm install --frozen-lockfile --prefer-offline
 
       - name: Lint ${{ matrix.component }}
         run: pnpm -F @memegoat/${{ matrix.component }} lint
 
-      - name: Test ${{ matrix.component }}
+      - name: Tester ${{ matrix.component }}
         if: matrix.component == 'backend' || matrix.component == 'frontend'
         run: |
           if pnpm -F @memegoat/${{ matrix.component }} run | grep -q "test"; then
             pnpm -F @memegoat/${{ matrix.component }} test
           else
-            echo "No test script found for ${{ matrix.component }}, skipping."
+            echo "Pas de script de test trouvé pour ${{ matrix.component }}, passage."
           fi
+
+      - name: Build ${{ matrix.component }}
+        run: pnpm -F @memegoat/${{ matrix.component }} build
+        env:
+          NEXT_PUBLIC_API_URL: ${{ secrets.NEXT_PUBLIC_API_URL }}
+
+  deploy:
+    name: Déploiement en Production
+    needs: validate
+    # Déclenchement uniquement sur push sur main ou tag de version
+    # Gitea supporte le contexte 'github' pour la compatibilité
+    if: github.event_name == 'push' && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v'))
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Vérifier l'environnement Docker
+        run: |
+          docker version
+          docker compose version
+
+      - name: Déployer avec Docker Compose
+        run: |
+          docker compose -f docker-compose.prod.yml up -d --build
+        env:
+          BACKEND_PORT: ${{ secrets.BACKEND_PORT }}
+          FRONTEND_PORT: ${{ secrets.FRONTEND_PORT }}
+          POSTGRES_HOST: ${{ secrets.POSTGRES_HOST }}
+          POSTGRES_PORT: ${{ secrets.POSTGRES_PORT }}
+          POSTGRES_USER: ${{ secrets.POSTGRES_USER }}
+          POSTGRES_PASSWORD: ${{ secrets.POSTGRES_PASSWORD }}
+          POSTGRES_DB: ${{ secrets.POSTGRES_DB }}
+          REDIS_HOST: ${{ secrets.REDIS_HOST }}
+          REDIS_PORT: ${{ secrets.REDIS_PORT }}
+          S3_ENDPOINT: ${{ secrets.S3_ENDPOINT }}
+          S3_PORT: ${{ secrets.S3_PORT }}
+          S3_ACCESS_KEY: ${{ secrets.S3_ACCESS_KEY }}
+          S3_SECRET_KEY: ${{ secrets.S3_SECRET_KEY }}
+          S3_BUCKET_NAME: ${{ secrets.S3_BUCKET_NAME }}
+          JWT_SECRET: ${{ secrets.JWT_SECRET }}
+          ENCRYPTION_KEY: ${{ secrets.ENCRYPTION_KEY }}
+          PGP_ENCRYPTION_KEY: ${{ secrets.PGP_ENCRYPTION_KEY }}
+          SESSION_PASSWORD: ${{ secrets.SESSION_PASSWORD }}
+          MAIL_HOST: ${{ secrets.MAIL_HOST }}
+          MAIL_PASS: ${{ secrets.MAIL_PASS }}
+          MAIL_USER: ${{ secrets.MAIL_USER }}
+          MAIL_FROM: ${{ secrets.MAIL_FROM }}
+          DOMAIN_NAME: ${{ secrets.DOMAIN_NAME }}
+          NEXT_PUBLIC_API_URL: ${{ secrets.NEXT_PUBLIC_API_URL }}
diff --git a/.gitea/workflows/deploy.yml b/.gitea/workflows/deploy.yml
deleted file mode 100644
index 2051625..0000000
--- a/.gitea/workflows/deploy.yml
+++ /dev/null
@@ -1,100 +0,0 @@
-name: Deploy to Production
-
-on:
-  push:
-    branches:
-      - main
-    tags:
-      - 'v*'
-
-jobs:
-  validate:
-    name: Validate Build & Lint
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        component: [backend, frontend, documentation]
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-
-      - name: Install pnpm
-        uses: pnpm/action-setup@v4
-        with:
-          version: 9
-
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: 20
-
-      - name: Get pnpm store directory
-        id: pnpm-cache
-        shell: bash
-        run: |
-          echo "STORE_PATH=$(pnpm store path --silent)" >> "${GITEA_OUTPUT:-$GITHUB_OUTPUT}"
-
-      - name: Setup pnpm cache
-        uses: actions/cache@v4
-        with:
-          path: ${{ steps.pnpm-cache.outputs.STORE_PATH }}
-          key: ${{ runner.os }}-pnpm-store-${{ hashFiles('**/pnpm-lock.yaml') }}
-          restore-keys: |
-            ${{ runner.os }}-pnpm-store-
-
-      - name: Install dependencies
-        run: pnpm install --frozen-lockfile --prefer-offline
-
-      - name: Lint ${{ matrix.component }}
-        run: pnpm -F @memegoat/${{ matrix.component }} lint
-
-      - name: Test ${{ matrix.component }}
-        if: matrix.component == 'backend' || matrix.component == 'frontend'
-        run: |
-          if pnpm -F @memegoat/${{ matrix.component }} run | grep -q "test"; then
-            pnpm -F @memegoat/${{ matrix.component }} test
-          else
-            echo "No test script found for ${{ matrix.component }}, skipping."
-          fi
-
-      - name: Build ${{ matrix.component }}
-        run: pnpm -F @memegoat/${{ matrix.component }} build
-        env:
-          NEXT_PUBLIC_API_URL: ${{ secrets.NEXT_PUBLIC_API_URL }}
-
-  deploy:
-    name: Deploy to Production
-    needs: validate
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-
-      - name: Deploy with Docker Compose
-        run: |
-          docker compose -f docker-compose.prod.yml up -d --build
-        env:
-          BACKEND_PORT: ${{ secrets.BACKEND_PORT }}
-          FRONTEND_PORT: ${{ secrets.FRONTEND_PORT }}
-          POSTGRES_HOST: ${{ secrets.POSTGRES_HOST }}
-          POSTGRES_PORT: ${{ secrets.POSTGRES_PORT }}
-          POSTGRES_USER: ${{ secrets.POSTGRES_USER }}
-          POSTGRES_PASSWORD: ${{ secrets.POSTGRES_PASSWORD }}
-          POSTGRES_DB: ${{ secrets.POSTGRES_DB }}
-          REDIS_HOST: ${{ secrets.REDIS_HOST }}
-          REDIS_PORT: ${{ secrets.REDIS_PORT }}
-          S3_ENDPOINT: ${{ secrets.S3_ENDPOINT }}
-          S3_PORT: ${{ secrets.S3_PORT }}
-          S3_ACCESS_KEY: ${{ secrets.S3_ACCESS_KEY }}
-          S3_SECRET_KEY: ${{ secrets.S3_SECRET_KEY }}
-          S3_BUCKET_NAME: ${{ secrets.S3_BUCKET_NAME }}
-          JWT_SECRET: ${{ secrets.JWT_SECRET }}
-          ENCRYPTION_KEY: ${{ secrets.ENCRYPTION_KEY }}
-          PGP_ENCRYPTION_KEY: ${{ secrets.PGP_ENCRYPTION_KEY }}
-          SESSION_PASSWORD: ${{ secrets.SESSION_PASSWORD }}
-          MAIL_HOST: ${{ secrets.MAIL_HOST }}
-          MAIL_PASS: ${{ secrets.MAIL_PASS }}
-          MAIL_USER: ${{ secrets.MAIL_USER }}
-          MAIL_FROM: ${{ secrets.MAIL_FROM }}
-          DOMAIN_NAME: ${{ secrets.DOMAIN_NAME }}
-          NEXT_PUBLIC_API_URL: ${{ secrets.NEXT_PUBLIC_API_URL }}