diff --git a/Makefile b/Makefile
index 6a1351ab..2b99dd32 100644
--- a/Makefile
+++ b/Makefile
@@ -27,20 +27,20 @@ ifeq ("$(wildcard ${DC})","")
 endif
 
 check-dc-config-%: check-prerequisites ## Check docker-compose syntax
-	${DC} -f docker-compose.yml config -q
+	${DC} config -q
 
 build: check-dc-config-%
-	TAG=${TAG} ${DC} -f docker-compose.yml build
+	TAG=${TAG} ${DC} build
 
 up: check-dc-config-%
 ifeq ("$(WORKSPACE)","preprod")
-	TAG=${TAG} PORT_PROD=8080 ${DC} -f docker-compose.yml up -d
+	TAG=${TAG} PORT_PROD=8080 ${DC} up -d
 else
-	TAG=${TAG} ${DC} -f docker-compose.yml up -d
+	TAG=${TAG} ${DC} up -d
 endif
 
 down:
-	${DC} -f docker-compose.yml down
+	${DC} down
 
 tag: show-current-tag
 	git tag -a v${TAG}
diff --git a/backend/src/main.py b/backend/src/main.py
index 6c5ddfd3..bf692f4d 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -9,8 +9,7 @@
 from typing import Union
 
 import boto3
-from botocore.client import ClientError
-from fastapi import BackgroundTasks, Cookie, FastAPI, File, Form, HTTPException, Request, Response, UploadFile
+from fastapi import BackgroundTasks, Cookie, FastAPI, APIRouter, File, Form, HTTPException, Request, Response, UploadFile
 from fastapi.responses import PlainTextResponse
 from fastapi.middleware.cors import CORSMiddleware
 from gelfformatter import GelfFormatter
@@ -138,7 +137,9 @@ def upload_image(content: bytes, image_key: str):
 ####################
 
 # FastAPI Setup
-app = FastAPI()
+app = FastAPI(docs_url="/api/docs")
+router = APIRouter(prefix="/api")
+
 origins = [ # allow requests from front-end
     "http://basegun.fr",
     "https://basegun.fr",
@@ -198,17 +199,17 @@ def upload_image(content: bytes, image_key: str):
 ####################
 #     ROUTES       #
 ####################
-@app.get("/", response_class=PlainTextResponse)
+@router.get("/", response_class=PlainTextResponse)
 def home():
     return "Basegun backend"
 
 
-@app.get("/version", response_class=PlainTextResponse)
+@router.get("/version", response_class=PlainTextResponse)
 def version():
     return APP_VERSION
 
 
-@app.get("/logs")
+@router.get("/logs")
 def logs():
     if "WORKSPACE" in os.environ and os.environ["WORKSPACE"] != "prod":
         with open(os.path.join(PATH_LOGS, "log.json"), "r") as f:
@@ -220,7 +221,7 @@ def logs():
         return PlainTextResponse("Forbidden")
 
 
-@app.post("/upload")
+@router.post("/upload")
 async def imageupload(
     request: Request,
     response: Response,
@@ -279,7 +280,7 @@ async def imageupload(
         raise HTTPException(status_code=500, detail=str(e))
 
 
-@app.post("/identification-feedback")
+@router.post("/identification-feedback")
 async def log_feedback(request: Request, user_id: Union[str, None] = Cookie(None)):
     res = await request.json()
 
@@ -294,7 +295,7 @@ async def log_feedback(request: Request, user_id: Union[str, None] = Cookie(None
     return
 
 
-@app.post("/tutorial-feedback")
+@router.post("/tutorial-feedback")
 async def log_tutorial_feedback(request: Request, user_id: Union[str, None] = Cookie(None)):
     res = await request.json()
 
@@ -309,7 +310,7 @@ async def log_tutorial_feedback(request: Request, user_id: Union[str, None] = Co
     return
 
 
-@app.post("/identification-dummy")
+@router.post("/identification-dummy")
 async def log_identification_dummy(request: Request, user_id: Union[str, None] = Cookie(None)):
     res = await request.json()
 
@@ -322,4 +323,6 @@ async def log_identification_dummy(request: Request, user_id: Union[str, None] =
         extras_logging["bg_"+key] = res[key]
 
     logger.info("Identification dummy", extra=extras_logging)
-    return
\ No newline at end of file
+    return
+
+app.include_router(router)
\ No newline at end of file
diff --git a/backend/tests/test_api.py b/backend/tests/test_api.py
index 4659144a..ec828d9a 100644
--- a/backend/tests/test_api.py
+++ b/backend/tests/test_api.py
@@ -39,12 +39,12 @@ def create_bucket():
 class TestModel(unittest.TestCase):
     def test_home(self):
         """Checks that the route / is alive"""
-        response = client.get("/")
+        response = client.get("/api/")
         self.assertEqual(response.text, "Basegun backend")
 
     def test_version(self):
         """Checks that the route /version sends a version"""
-        response = client.get("/version")
+        response = client.get("/api/version")
         self.assertEqual(response.status_code, 200)
 
     def check_log_base(self, log):
@@ -66,7 +66,7 @@ def test_upload(self):
         geoloc = "12.666,7.666"
 
         with open(path, 'rb') as f:
-            r = client.post("/upload",
+            r = client.post("/api/upload",
                 files={"image": f},
                 data={"date": time.time(), "geolocation": geoloc})
         self.assertEqual(r.status_code, 200)
@@ -77,7 +77,7 @@ def test_upload(self):
         self.assertAlmostEqual(res["confidence"], 98.43, places=1)
         self.assertTrue(res["confidence_level"], "high")
         # checks that the result is written in logs
-        r = client.get("/logs")
+        r = client.get("/api/logs")
         self.assertEqual(r.status_code, 200)
         # checks the latest log with validates upload to object storage
         self.assertEqual(r.json()[0]["_bg_image_url"], r.json()[1]["_bg_image_url"])
@@ -98,11 +98,11 @@ def test_feedback_and_logs(self):
         label = "revolver"
         confidence_level = "high"
         image_url = "https://storage.gra.cloud.ovh.net/v1/test"
-        r = client.post("/identification-feedback",
+        r = client.post("/api/identification-feedback",
                 json={"image_url": image_url, "feedback": True, "confidence": confidence, "label": label, "confidence_level": confidence_level})
 
         self.assertEqual(r.status_code, 200)
-        r = client.get("/logs")
+        r = client.get("/api/logs")
         self.assertEqual(r.status_code, 200)
         log = r.json()[0]
         self.check_log_base(log)
diff --git a/frontend/.env.development b/frontend/.env.development
new file mode 100644
index 00000000..531964bd
--- /dev/null
+++ b/frontend/.env.development
@@ -0,0 +1 @@
+VITE_API_HOST=http://localhost:5000
\ No newline at end of file
diff --git a/frontend/Dockerfile b/frontend/Dockerfile
index 8dfbef8c..46cd2c1f 100644
--- a/frontend/Dockerfile
+++ b/frontend/Dockerfile
@@ -9,9 +9,7 @@ COPY ./cert/. /etc/ssl/certs/
 COPY ./package.json ./package-lock.json ./
 RUN npm ci --legacy-peer-deps
 
-COPY src ./src
-COPY public ./public
-COPY vite.config.js index.html ./
+COPY . .
 
 FROM base as dev
 
diff --git a/frontend/nginx.conf b/frontend/nginx.conf
index f72c168d..04175476 100644
--- a/frontend/nginx.conf
+++ b/frontend/nginx.conf
@@ -15,14 +15,6 @@ http {
           try_files $uri $uri/ /index.html;
         }
 
-        location /api/ {
-            proxy_pass http://basegun-backend:5000/;
-            client_max_body_size 5M;
-            proxy_read_timeout 1800;
-            proxy_connect_timeout 1800;
-            proxy_send_timeout 1800;
-        }
-
         error_page  404              /404.html;
 
         error_page  500 502 503 504  /50x.html;
diff --git a/frontend/src/main.js b/frontend/src/main.js
index 4946bc39..f1107945 100644
--- a/frontend/src/main.js
+++ b/frontend/src/main.js
@@ -20,8 +20,6 @@ register()
 
 const pinia = createPinia()
 
-axios.defaults.withCredentials = true
-
 // the FastAPI backend
 axios.defaults.baseURL = '/api/'
 
diff --git a/frontend/vite.config.js b/frontend/vite.config.js
index 60e8385b..1cf9cb78 100644
--- a/frontend/vite.config.js
+++ b/frontend/vite.config.js
@@ -6,7 +6,7 @@ import transformerDirectives from '@unocss/transformer-directives'
 import transformerVariantGroup from '@unocss/transformer-variant-group'
 
 const path = require('path')
-const apiHost = process.env.API_HOST || 'basegun-backend'
+const apiHost = process.env.API_HOST || 'http://basegun-backend:5000'
 
 // https://vitejs.dev/config/
 export default defineConfig({
@@ -61,9 +61,8 @@ export default defineConfig({
     host: true,
     proxy: {
       '^/api': {
-        target: `http://${apiHost}:5000`,
-        changeOrigin: true,
-        rewrite: (path) => path.replace(/^\/api/, ''),
+        target: `${apiHost}`,
+        changeOrigin: true
       },
     },
   },
diff --git a/infra/kube/helm/templates/deployment-backend.yaml b/infra/kube/helm/templates/deployment-backend.yaml
index 9d0b4bf9..ca4fecbc 100644
--- a/infra/kube/helm/templates/deployment-backend.yaml
+++ b/infra/kube/helm/templates/deployment-backend.yaml
@@ -45,13 +45,13 @@ spec:
               protocol: TCP
           livenessProbe:
             httpGet:
-              path: /
+              path: /api/
               port: api
             initialDelaySeconds: 10
             periodSeconds: 60
           readinessProbe:
             httpGet:
-              path: /
+              path: /api/
               port: api
           volumeMounts:
             - name: logs
diff --git a/infra/kube/helm/templates/ingress.yaml b/infra/kube/helm/templates/ingress.yaml
index 9e72b1fe..49689be9 100644
--- a/infra/kube/helm/templates/ingress.yaml
+++ b/infra/kube/helm/templates/ingress.yaml
@@ -1,18 +1,7 @@
 {{- if .Values.ingress.enabled -}}
-{{- $fullName := include "basegun.chart" . -}}
-{{- $svcPort := .Values.frontend.service.port -}}
-{{- if and .Values.ingress.className (not (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion)) }}
-  {{- if not (hasKey .Values.ingress.annotations "kubernetes.io/ingress.class") }}
-  {{- $_ := set .Values.ingress.annotations "kubernetes.io/ingress.class" .Values.ingress.className}}
-  {{- end }}
-{{- end }}
-{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}}
+{{- $svcPortFrontend := .Values.frontend.service.port -}}
+{{- $svcPortBackend := .Values.backend.service.port -}}
 apiVersion: networking.k8s.io/v1
-{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
-apiVersion: networking.k8s.io/v1beta1
-{{- else -}}
-apiVersion: extensions/v1beta1
-{{- end }}
 kind: Ingress
 metadata:
   name: "basegun-ingress"
@@ -23,9 +12,7 @@ metadata:
     {{- toYaml . | nindent 4 }}
   {{- end }}
 spec:
-  {{- if and .Values.ingress.className (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion) }}
   ingressClassName: {{ .Values.ingress.className }}
-  {{- end }}
   {{- if .Values.ingress.tls }}
   tls:
     {{- range .Values.ingress.tls }}
@@ -41,21 +28,19 @@ spec:
     - host: {{ .host | quote }}
       http:
         paths:
-          {{- range .paths }}
-          - path: {{ .path }}
-            {{- if and .pathType (semverCompare ">=1.18-0" $.Capabilities.KubeVersion.GitVersion) }}
-            pathType: {{ .pathType }}
-            {{- end }}
-            backend:
-              {{- if semverCompare ">=1.19-0" $.Capabilities.KubeVersion.GitVersion }}
-              service:
-                name: "basegun-frontend"
-                port:
-                  number: {{ $svcPort }}
-              {{- else }}
-              serviceName: "basegun-frontend"
-              servicePort: {{ $svcPort }}
-              {{- end }}
-          {{- end }}
+        - path: /
+          pathType: Prefix
+          backend:
+            service:
+              name: basegun-frontend
+              port:
+                number: {{ $svcPortFrontend }}
+        - path: /api/
+          pathType: Prefix
+          backend:
+            service:
+              name: basegun-backend
+              port:
+                number: {{ $svcPortBackend }}
     {{- end }}
-{{- end }}
+{{- end }}
\ No newline at end of file
diff --git a/infra/kube/helm/values.yaml b/infra/kube/helm/values.yaml
index c7d5a92d..d9430866 100644
--- a/infra/kube/helm/values.yaml
+++ b/infra/kube/helm/values.yaml
@@ -59,7 +59,7 @@ backend:
         memory: 256Mi
   service:
     type: ClusterIP
-    port: 5000
+    port: 80
     containerPort: 5000
   autoscaling:
     enabled: false
@@ -111,7 +111,7 @@ frontend:
 
   service:
     type: ClusterIP
-    port: 8080
+    port: 80
     containerPort: 8080
   resources:
   # We usually recommend not to specify default resources and to leave this as a conscious