diff --git a/.gitignore b/.gitignore
index 6769e21..b0b6f3a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -157,4 +157,4 @@ cython_debug/
 #  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-#.idea/
\ No newline at end of file
+.idea/
\ No newline at end of file
diff --git a/.vscode/launch.json b/.vscode/launch.json
new file mode 100644
index 0000000..118892b
--- /dev/null
+++ b/.vscode/launch.json
@@ -0,0 +1,20 @@
+{
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python Debugger: Django",
+            "type": "debugpy",
+            "request": "launch",
+            "program": "${workspaceFolder}/manage.py",
+            "args": [
+                "runserver",
+                "5047"
+            ],
+            "django": true,
+            "autoStartBrowser": false
+        }
+    ]
+}
\ No newline at end of file
diff --git a/README.md b/README.md
index b5cdf43..3f4a3c3 100644
--- a/README.md
+++ b/README.md
@@ -9,8 +9,18 @@ Versão Python, Django e PostgreSQL da [rinha de backend 2ª edição - 2024/Q1]
 - PostgreSQL
 - nginx
 
-## Running the project
+## Executando o projeto
 
-```sh
-python manage.py runserver 5047
-```
\ No newline at end of file
+```bash
+docker compose up api1 api2 nginx
+``` 
+
+## Resultados dos testes locais com gatling
+
+![Métricas do gatling](docs/gatling.png)
+
+
+## Outras versões da rinha
+
+- [aspnet com EF Core e PostgreSQL](https://github.com/rafaelpadovezi/rinha-2)
+- [aspnet com MongoDB](https://github.com/rafaelpadovezi/rinha-2-mongo)
\ No newline at end of file
diff --git a/conf/nginx.conf b/conf/nginx.conf
index c12cf44..f0f65e3 100644
--- a/conf/nginx.conf
+++ b/conf/nginx.conf
@@ -1,5 +1,5 @@
 events {
-	worker_connections 1024;
+	worker_connections 2048;
 }
 
 http {
diff --git a/conf/postgresql.conf b/conf/postgresql.conf
new file mode 100644
index 0000000..960eb62
--- /dev/null
+++ b/conf/postgresql.conf
@@ -0,0 +1,6 @@
+listen_addresses = '*'
+
+max_connections = 200
+client_encoding = utf8
+default_transaction_isolation = 'read committed'
+timezone = UTC
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
index f94faae..5bbe159 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -7,6 +7,8 @@ services:
       - "5432:5432"
     volumes:
       - ./conf/docker-entrypoint-initdb.d:/docker-entrypoint-initdb.d
+      - ./conf/postgresql.conf:/etc/postgresql/postgresql.conf
+    command: postgres -c config_file=/etc/postgresql/postgresql.conf
     environment:
       POSTGRES_PASSWORD: postgres
       POSTGRES_DB: rinha
@@ -15,9 +17,8 @@ services:
     deploy:
       resources:
         limits:
-          cpus: "0.4"
-          memory: "200MB"
-    command: postgres -c max_connections=500
+          cpus: "0.40"
+          memory: "250MB"
     healthcheck:
       test:
         [
@@ -46,16 +47,21 @@ services:
         condition: service_healthy
     environment:
       - DB_HOST=db
+      - USE_STATIC_FILE_HANDLER_FROM_WSGI=TRUE
+      - DATABASE_URL=host=db dbname=rinha user=postgres password=postgres
+      - GUNICORN_WORKERS=2
+      - DB_POOL_MAX_SIZE=45
+      - DEBUG=False
     deploy:
       resources:
         limits:
           cpus: "0.47"
-          memory: "165MB"
+          memory: "140MB"
   api2: 
     <<: *api1
     hostname: api2
     ports:
-      - "8080:8080"
+      - "8081:8080"
   nginx:
     image: nginx:alpine
     ports:
diff --git a/docs/gatling.png b/docs/gatling.png
new file mode 100644
index 0000000..7a84fe1
Binary files /dev/null and b/docs/gatling.png differ
diff --git a/gunicorn.conf.py b/gunicorn.conf.py
index db6e3ea..748168d 100644
--- a/gunicorn.conf.py
+++ b/gunicorn.conf.py
@@ -1,7 +1,6 @@
-from gevent import monkey
-import multiprocessing
+import os
 
-monkey.patch_all()
-
-workers = 4
-worker_class = "gevent"
+backlog = int(os.getenv("GUNICORN_BACKLOG", "2048"))
+workers = int(os.getenv("GUNICORN_WORKERS", "3"))
+worker_class = os.getenv("GUNICORN_WORKER_CLASS", "gevent")
+worker_connections = int(os.getenv("GUNICORN_WORKER_CONNECTIONS", "100"))
diff --git a/poetry.lock b/poetry.lock
index dcac7d8..f7bc9d7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "asgiref"
@@ -80,13 +80,13 @@ pycparser = "*"
 
 [[package]]
 name = "django"
-version = "5.0.2"
+version = "5.0.3"
 description = "A high-level Python web framework that encourages rapid development and clean, pragmatic design."
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "Django-5.0.2-py3-none-any.whl", hash = "sha256:56ab63a105e8bb06ee67381d7b65fe6774f057e41a8bab06c8020c8882d8ecd4"},
-    {file = "Django-5.0.2.tar.gz", hash = "sha256:b5bb1d11b2518a5f91372a282f24662f58f66749666b0a286ab057029f728080"},
+    {file = "Django-5.0.3-py3-none-any.whl", hash = "sha256:5c7d748ad113a81b2d44750ccc41edc14e933f56581683db548c9257e078cc83"},
+    {file = "Django-5.0.3.tar.gz", hash = "sha256:5fb37580dcf4a262f9258c1f4373819aacca906431f505e4688e37f3a99195df"},
 ]
 
 [package.dependencies]
@@ -460,13 +460,13 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.9.0"
+version = "4.10.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
-    {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"},
+    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
+    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 256fbb5..6990807 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,7 +3,7 @@ name = "rinha-2-django"
 version = "0.1.0"
 description = ""
 authors = ["Rafael Miranda <rafaelpadovezi@gmail.com>"]
-readme = "README.md"
+package-mode = false
 
 [tool.poetry.dependencies]
 python = "^3.12"
diff --git a/rinha.http b/rinha.http
index 45866d1..361d992 100644
--- a/rinha.http
+++ b/rinha.http
@@ -16,7 +16,6 @@ POST http://localhost:5047/clientes/1/transacoes
 Content-Type: application/json
 
 {
-  "valor": 1.2,
-  "tipo" : "c",
-  "descricao" : "descricao"
+  "valor": 1,
+  "tipo" : "c"
 }
\ No newline at end of file
diff --git a/rinha/apps/core/views.py b/rinha/apps/core/views.py
index f8e9334..4de28ad 100644
--- a/rinha/apps/core/views.py
+++ b/rinha/apps/core/views.py
@@ -1,44 +1,53 @@
 from rest_framework.request import Request
 from rest_framework.response import Response
-from rest_framework.views import APIView
 from rest_framework.decorators import api_view
-from rinha.apps.core.models import Cliente
-from rinha.apps.core.models import Transacao
-from django.db import transaction
-from rinha.apps.core.serializers import TransacaoSerializer
 import logging
+from psycopg.rows import dict_row
+from psycopg_pool import ConnectionPool
+from rinha.settings import DATABASE_URL
+from rinha.settings import DB_POOL_MAX_SIZE
 
 logger = logging.getLogger(__name__)
 
-
-class TransacaoView(APIView):
-    def post(self, request):
-        pass
-
+pool = ConnectionPool(DATABASE_URL, open=True, min_size=5, max_size=DB_POOL_MAX_SIZE)
 
 @api_view(["GET"])
 def get_extrato(request: Request, id: int) -> Response:
-    try:
-        cliente = Cliente.objects.get(pk=id)
-    except Cliente.DoesNotExist:
-        return Response({"message": "Cliente não encontrado"}, status=404)
-    transacoes = Transacao.objects.order_by("-id").filter(cliente__id=id)[:10]
     ultimas_transacoes = []
-    for transacao in transacoes:
-        ultimas_transacoes.append(
-            {
-                "valor": transacao.valor,
-                "tipo": transacao.tipo,
-                "descricao": transacao.descricao,
-                "realizada_em": transacao.realizada_em,
-            }
-        )
+    cliente = None
+    with pool.connection() as conn:
+        with conn.cursor(row_factory=dict_row) as cur:
+            cur.execute("""
+                SELECT c.limite, c.saldo, t.*
+                FROM core_cliente c
+                LEFT JOIN (
+                    SELECT *
+                    FROM core_transacao
+                    ORDER BY id DESC
+                    LIMIT 10
+                ) t ON c.id = t.cliente_id
+                WHERE c.id = %s;""", [id])
+            for record in cur:
+                if cliente is None:
+                    cliente = {
+                        "limite": record["limite"],
+                        "saldo": record["saldo"],
+                    }
+                if record["valor"] is not None:
+                    ultimas_transacoes.append({
+                        "valor": record["valor"],
+                        "tipo": record["tipo"],
+                        "descricao": record["descricao"],
+                        "realizado_em": record["realizada_em"],
+                    })
+    if cliente is None:
+        return Response({"message": "Cliente não encontrado"}, status=404)
 
     return Response(
         {
             "saldo": {
-                "limite": cliente.limite,
-                "total": cliente.saldo,
+                "limite": cliente["limite"],
+                "total": cliente["saldo"],
             },
             "ultimas_transacoes": ultimas_transacoes,
         }
@@ -47,26 +56,36 @@ def get_extrato(request: Request, id: int) -> Response:
 
 @api_view(["POST"])
 def create_transacao(request: Request, id: int) -> Response:
-    serializer = TransacaoSerializer(data=request.data)
-    if not serializer.is_valid():
-        return Response(serializer.errors, status=422)
-
-    transacao = serializer.validated_data
+    transacao = request.data
+    tipo = transacao.get("tipo")
+    valor = transacao.get("valor")
+    descricao = transacao.get("descricao")
+    if tipo not in ["c", "d"]:
+        return Response({"message": "Tipo inválido"}, status=422)
+    if not isinstance(valor, int) or valor < 1:
+        return Response({"message": "Valor inválido"}, status=422)
+    if descricao is None or not (1 <= len(descricao) <= 10):
+        return Response({"message": "Descrição inválida"}, status=422)
     valor_transacao = (
         transacao["valor"] if transacao["tipo"] == "c" else transacao["valor"] * -1
     )
 
-    with transaction.atomic():
-        cliente = Cliente.objects.select_for_update().get(pk=id)
-        if cliente.saldo + valor_transacao < cliente.limite * -1:
-            return Response({"message": "Saldo insuficiente"}, status=422)
+    with pool.connection() as conn:
+
+        with conn.cursor(row_factory=dict_row) as cur:
+            cur.execute("SELECT c.limite, c.saldo FROM core_cliente c WHERE c.id = %s FOR UPDATE", [id])
+            result = cur.fetchone()
+            cliente = {
+                "limite": result["limite"],
+                "saldo": result["saldo"],
+            }
+            novo_saldo = cliente["saldo"] + valor_transacao
+            if novo_saldo < cliente["limite"] * -1:
+                return Response({"message": "Saldo insuficiente"}, status=422)
+            cur.execute("UPDATE core_cliente SET saldo = %s WHERE id = %s", (novo_saldo, id))
+            cur.execute(
+                """INSERT INTO core_transacao (cliente_id, valor, tipo, descricao, realizada_em) 
+                VALUES (%s, %s, %s, %s, 'now');
+                """, (id, transacao["valor"], transacao["tipo"], transacao["descricao"]))
 
-        cliente.saldo += valor_transacao
-        cliente.save()
-        Transacao.objects.create(
-            cliente=cliente,
-            valor=transacao["valor"],
-            tipo=transacao["tipo"],
-            descricao=transacao["descricao"],
-        )
-    return Response({"saldo": cliente.saldo, "limite": cliente.limite})
+    return Response({"saldo": novo_saldo, "limite": cliente["limite"]})
diff --git a/rinha/settings.py b/rinha/settings.py
index a3cb90d..30da886 100644
--- a/rinha/settings.py
+++ b/rinha/settings.py
@@ -1,15 +1,3 @@
-"""
-Django settings for rinha project.
-
-Generated by 'django-admin startproject' using Django 5.0.2.
-
-For more information on this file, see
-https://docs.djangoproject.com/en/5.0/topics/settings/
-
-For the full list of settings and their values, see
-https://docs.djangoproject.com/en/5.0/ref/settings/
-"""
-
 import os
 from pathlib import Path
 
@@ -24,7 +12,7 @@
 SECRET_KEY = "django-insecure-k!x96799qq7@lcd(9l2ra*4+p29bw2%024)nha$3n^*bjzdw@)"
 
 # SECURITY WARNING: don't run with debug turned on in production!
-DEBUG = True
+DEBUG = os.getenv("DEBUG", True)
 
 ALLOWED_HOSTS = ["*"]
 
@@ -38,17 +26,17 @@
     },
     "root": {
         "handlers": ["console"],
-        "level": "WARNING",
+        "level": os.getenv("DJANGO_LOG_LEVEL", "ERROR"),
     },
     "loggers": {
         "django": {
             "handlers": ["console"],
-            "level": os.getenv("DJANGO_LOG_LEVEL", "WARNING"),
+            "level": os.getenv("DJANGO_LOG_LEVEL", "ERROR"),
             "propagate": False,
         },
         "django.db.backends": {
             "handlers": ["console"],
-            "level": "WARNING",
+            "level": os.getenv("DJANGO_LOG_LEVEL", "ERROR"),
             "propagate": True,
         },
     },
@@ -59,22 +47,12 @@
 
 INSTALLED_APPS = [
     "rinha.apps.core",
-    "django.contrib.admin",
     "django.contrib.auth",
     "django.contrib.contenttypes",
-    "django.contrib.sessions",
-    "django.contrib.messages",
-    "django.contrib.staticfiles",
 ]
 
 MIDDLEWARE = [
-    "django.middleware.security.SecurityMiddleware",
-    "django.contrib.sessions.middleware.SessionMiddleware",
     "django.middleware.common.CommonMiddleware",
-    "django.middleware.csrf.CsrfViewMiddleware",
-    "django.contrib.auth.middleware.AuthenticationMiddleware",
-    "django.contrib.messages.middleware.MessageMiddleware",
-    "django.middleware.clickjacking.XFrameOptionsMiddleware",
 ]
 
 ROOT_URLCONF = "rinha.urls"
@@ -153,3 +131,7 @@
 # https://docs.djangoproject.com/en/5.0/ref/settings/#default-auto-field
 
 DEFAULT_AUTO_FIELD = "django.db.models.BigAutoField"
+
+USE_STATIC_FILE_HANDLER_FROM_WSGI = os.getenv("USE_STATIC_FILE_HANDLER_FROM_WSGI", False)
+DATABASE_URL = os.getenv("DATABASE_URL", "host=localhost dbname=rinha user=postgres password=postgres")
+DB_POOL_MAX_SIZE = int(os.getenv("DB_POOL_MAX_SIZE", "15"))
diff --git a/rinha/urls.py b/rinha/urls.py
index 731ebbd..7546a18 100644
--- a/rinha/urls.py
+++ b/rinha/urls.py
@@ -3,7 +3,7 @@
 from rinha.apps.core import views
 
 urlpatterns = [
-    path("admin/", admin.site.urls),
+    # path("admin/", admin.site.urls),
     path("clientes/<int:id>/extrato", views.get_extrato),
     path("clientes/<int:id>/transacoes", views.create_transacao),
 ]
diff --git a/rinha/wsgi.py b/rinha/wsgi.py
index 5cdd769..fd8c280 100644
--- a/rinha/wsgi.py
+++ b/rinha/wsgi.py
@@ -10,7 +10,12 @@
 import os
 
 from django.core.wsgi import get_wsgi_application
+from rinha import settings
+from django.contrib.staticfiles.handlers import StaticFilesHandler
 
 os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'rinha.settings')
 
-application = get_wsgi_application()
+if settings.USE_STATIC_FILE_HANDLER_FROM_WSGI:
+    application = StaticFilesHandler(get_wsgi_application())
+else:
+    application = get_wsgi_application()