diff --git a/main.py b/main.py
index 0c24471..2ea5ba7 100644
--- a/main.py
+++ b/main.py
@@ -1,89 +1,94 @@
 import os
-from unittest.mock import MagicMock, patch
+import random
+import time
 
-import pytest
-from fastapi.testclient import TestClient
+import psutil
+from fastapi import FastAPI
+from fastapi.responses import RedirectResponse
+from pydantic import BaseModel
 
-from main import SystemMetrics, app
+app = FastAPI()
 
-client = TestClient(app)
 
+# Modelo de dados
 
-def test_metrics_endpoint_status_code():
-    """Testa se o endpoint /metrics retorna status code 200"""
-    os.environ.pop("SIMULATE_HEAVY_LOAD", None)
-    os.environ.pop("SIMULATE_UNHEALTHY_BEHAVIOR", None)
 
-    response = client.get("/metrics")
-    assert response.status_code == 200
+class SystemMetrics(BaseModel):
+    memoria: float  # Uso de memória em %
+    cpu: float  # Uso de CPU em %
+    disk: float  # Uso de disco em %
 
 
-def test_metrics_endpoint_response_model():
-    """Testa se a resposta do endpoint /metrics está de acordo com o SystemMetrics model"""
-    os.environ.pop("SIMULATE_HEAVY_LOAD", None)
-    os.environ.pop("SIMULATE_UNHEALTHY_BEHAVIOR", None)
+# Endpoint principal
 
-    response = client.get("/metrics")
 
-    assert response.status_code == 200
+@app.get("/metrics", response_model=SystemMetrics, tags=["main"])
+def get_system_metrics():
 
-    data = response.json()
+    simulate_heavy_load_randomly()
 
-    assert "memoria" in data
-    assert "cpu" in data
-    assert "disk" in data
+    memory = psutil.virtual_memory().percent
+    cpu = psutil.cpu_percent(interval=1)
+    disk = psutil.disk_usage("/").percent
+    return SystemMetrics(memoria=memory, cpu=cpu, disk=disk)
 
-    assert isinstance(data["memoria"], (int, float))
-    assert isinstance(data["cpu"], (int, float))
-    assert isinstance(data["disk"], (int, float))
 
-    assert 0 <= data["memoria"] <= 100
-    assert 0 <= data["cpu"] <= 100
-    assert 0 <= data["disk"] <= 100
+# Endpoints para o Kubernetes
 
-    try:
-        metrics = SystemMetrics(**data)
-        assert metrics.memoria == data["memoria"]
-        assert metrics.cpu == data["cpu"]
-        assert metrics.disk == data["disk"]
-    except Exception as e:
-        pytest.fail(f"Resposta não está de acordo com o modelo SystemMetrics: {e}")
 
+@app.get("/health", tags=["k8s"])
+@app.get("/healthz", tags=["k8s"])
+@app.get("/ready", tags=["k8s"])
+@app.get("/readyz", tags=["k8s"])
+def health_check():
+    """Para de enviar trafego se estiver em um estado inadequado."""
+    simulate_unhealthy_behavior_randomly()
+    return {"status": "ok"}
 
-@patch("psutil.virtual_memory")
-@patch("psutil.cpu_percent")
-@patch("psutil.disk_usage")
-def test_metrics_endpoint_with_mocked_values(mock_disk, mock_cpu, mock_memory):
-    """Testa o endpoint /metrics com valores mockados para garantir consistência"""
-    os.environ.pop("SIMULATE_HEAVY_LOAD", None)
-    os.environ.pop("SIMULATE_UNHEALTHY_BEHAVIOR", None)
 
-    mock_memory_obj = MagicMock()
-    mock_memory_obj.percent = 45.5
-    mock_memory.return_value = mock_memory_obj
+@app.get("/liveness", tags=["k8s"])
+def liveness_check():
+    """Reinicia o Pod se estiver em um estado inadequado."""
+    simulate_delay_randomly()
+    return {"status": "ok"}
 
-    mock_cpu.return_value = 23.8
 
-    mock_disk_obj = MagicMock()
-    mock_disk_obj.percent = 67.2
-    mock_disk.return_value = mock_disk_obj
+@app.get("/startup", tags=["k8s"])
+def startup_check():
+    """Verifica se o Pod está pronto para receber trafego."""
+    simulate_delay_randomly()
+    return {"status": "ok"}
 
-    response = client.get("/metrics")
 
-    assert response.status_code == 200
+# Redirect `/` para `/docs`
+@app.get("/", tags=["util"])
+def redirect_to_docs():
+    return RedirectResponse(url="/docs")
 
-    data = response.json()
-    assert data["memoria"] == 45.5
-    assert data["cpu"] == 23.8
-    assert data["disk"] == 67.2
 
+# Funções de simulação
 
-def test_metrics_endpoint_content_type():
-    """Testa se o endpoint /metrics retorna o content-type correto"""
-    os.environ.pop("SIMULATE_HEAVY_LOAD", None)
-    os.environ.pop("SIMULATE_UNHEALTHY_BEHAVIOR", None)
 
-    response = client.get("/metrics")
+def simulate_heavy_load_randomly():
+    """Simula um uso pesado aleatoriamente."""
+    if not os.getenv("SIMULATE_HEAVY_LOAD"):
+        return
+    if random.random() < 0.5:
+        time.sleep(random.uniform(0.1, 10))
+    else:
+        simulate_unhealthy_behavior_randomly()
 
-    assert response.status_code == 200
-    assert "application/json" in response.headers["content-type"]
+
+def simulate_unhealthy_behavior_randomly():
+    """Simula um comportamento inadequado aleatoriamente."""
+    if not os.getenv("SIMULATE_UNHEALTHY_BEHAVIOR"):
+        return
+    if random.random() < 0.5:
+        raise Exception("Simulação de comportamento inadequado")
+
+
+def simulate_delay_randomly():
+    """Simula um atraso aleatório."""
+    if not os.getenv("SIMULATE_DELAY"):
+        return
+    time.sleep(random.uniform(0.1, 10))