diff --git a/docker-compose.yml b/docker-compose.yml
index 87c225e..3710877 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -16,7 +16,7 @@ services:
 
     container_name: postgres
 
-    image: postgres:15-alpine
+    image: "docker.io/postgres:15-alpine"
 
     ports:
     - "5432:5432"
@@ -37,7 +37,7 @@ services:
 
     container_name: metabase
 
-    image: "metabase/metabase:latest"
+    image: "docker.io/metabase/metabase:latest"
 
     ports:
     - "3000:3000"
@@ -61,7 +61,7 @@ services:
 
     container_name: adminer
 
-    image: adminer:latest
+    image: "docker.io/adminer:latest"
 
     ports:
     - "8080:8080"
@@ -84,8 +84,8 @@ services:
     volumes:
     - ./api:/api
 
-    depends_on:
-    - postgres
+    # depends_on:
+    #   - postgres
 
     ports:
     - "8000:8000"
@@ -110,3 +110,29 @@ services:
 
     volumes:
     - ./bot:/bot
+
+  grafana:
+    <<: *logging
+
+    container_name: grafana
+
+    image: "docker.io/grafana/grafana"
+
+    volumes:
+    - ./services/grafana/dashboards:/etc/grafana/provisioning/dashboards/
+
+    ports:
+    - "3030:3000"
+
+  prometheus:
+    <<: *logging
+
+    container_name: prometheus
+
+    image: "docker.io/prom/prometheus"
+
+    volumes:
+    - ./services/prometheus/prometheus.yml:/etc/prometheus/prometheus.yml
+
+    ports:
+    - "9090:9090"
diff --git a/services/grafana/dashboards/fastapi_metrics.json b/services/grafana/dashboards/fastapi_metrics.json
new file mode 100644
index 0000000..a203c0f
--- /dev/null
+++ b/services/grafana/dashboards/fastapi_metrics.json
@@ -0,0 +1,871 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": {
+          "type": "datasource",
+          "uid": "grafana"
+        },
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 0,
+  "id": 6,
+  "links": [],
+  "liveNow": false,
+  "panels": [
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          },
+          "unit": "decbytes"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 6,
+        "w": 5,
+        "x": 7,
+        "y": 0
+      },
+      "id": 8,
+      "links": [],
+      "options": {
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": ["lastNotNull"],
+          "fields": "",
+          "values": false
+        },
+        "showThresholdLabels": false,
+        "showThresholdMarkers": true
+      },
+      "pluginVersion": "10.1.5",
+      "targets": [
+        {
+          "$$hashKey": "object:638",
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "editorMode": "code",
+          "expr": "process_resident_memory_bytes{job=\"fastapi\"}",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "mem",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Memory usage",
+      "type": "gauge"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          },
+          "unit": "percentunit"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 6,
+        "w": 5,
+        "x": 12,
+        "y": 0
+      },
+      "id": 9,
+      "links": [],
+      "options": {
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": ["lastNotNull"],
+          "fields": "",
+          "values": false
+        },
+        "showThresholdLabels": false,
+        "showThresholdMarkers": true
+      },
+      "pluginVersion": "10.1.5",
+      "targets": [
+        {
+          "$$hashKey": "object:638",
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "editorMode": "code",
+          "expr": "rate(process_cpu_seconds_total{job=\"fastapi\"}[30s])",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "cpu",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "CPU usage",
+      "type": "gauge"
+    },
+    {
+      "aliasColors": {
+        "GET none": "red",
+        "none": "red"
+      },
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "displayName": "error"
+        },
+        "overrides": []
+      },
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 7,
+        "w": 12,
+        "x": 0,
+        "y": 6
+      },
+      "hiddenSeries": false,
+      "id": 2,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": false,
+        "min": false,
+        "rightSide": true,
+        "show": true,
+        "sort": "avg",
+        "sortDesc": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [],
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "10.1.5",
+      "pointradius": 5,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "$$hashKey": "object:214",
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "editorMode": "code",
+          "expr": "increase(http_requests_total{job=\"fastapi\"}[1m])",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "{{ method }} {{ handler }}",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeRegions": [],
+      "title": "Total requests per minute",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "mode": "time",
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "$$hashKey": "object:376",
+          "format": "short",
+          "logBase": 1,
+          "show": true
+        },
+        {
+          "$$hashKey": "object:377",
+          "format": "short",
+          "logBase": 1,
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false
+      }
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 10,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "never",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          },
+          "unit": "s"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 7,
+        "w": 12,
+        "x": 12,
+        "y": 6
+      },
+      "id": 6,
+      "links": [],
+      "options": {
+        "legend": {
+          "calcs": ["lastNotNull"],
+          "displayMode": "table",
+          "placement": "right",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "multi",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "10.1.5",
+      "targets": [
+        {
+          "$$hashKey": "object:146",
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "editorMode": "code",
+          "expr": "rate(http_request_duration_seconds_sum{job=\"fastapi\",handler!=\"none\"}[30s])",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "{{ handler }}",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Average response time",
+      "type": "timeseries"
+    },
+    {
+      "aliasColors": {
+        "none": "red"
+      },
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 6,
+        "w": 12,
+        "x": 0,
+        "y": 13
+      },
+      "hiddenSeries": false,
+      "id": 11,
+      "legend": {
+        "alignAsTable": true,
+        "avg": false,
+        "current": true,
+        "max": false,
+        "min": false,
+        "rightSide": true,
+        "show": true,
+        "sort": "current",
+        "sortDesc": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [],
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "10.1.5",
+      "pointradius": 5,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "$$hashKey": "object:1079",
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "expr": "increase(http_request_duration_seconds_bucket{le=\"0.1\"}[1m]) \n/ ignoring (le) increase(http_request_duration_seconds_count[1m])",
+          "format": "time_series",
+          "instant": false,
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "{{ handler }}",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeRegions": [],
+      "title": "Requests under 100ms",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "mode": "time",
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "$$hashKey": "object:1137",
+          "format": "percentunit",
+          "logBase": 1,
+          "max": "1",
+          "min": "0",
+          "show": true
+        },
+        {
+          "$$hashKey": "object:1138",
+          "format": "short",
+          "logBase": 1,
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "description": "",
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 6,
+        "w": 12,
+        "x": 12,
+        "y": 13
+      },
+      "hiddenSeries": false,
+      "id": 15,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": true,
+        "rightSide": true,
+        "show": true,
+        "sort": "avg",
+        "sortDesc": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [],
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "10.1.5",
+      "pointradius": 5,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "$$hashKey": "object:426",
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "expr": "histogram_quantile(0.5, rate(http_request_duration_seconds_bucket{handler!=\"none\"}[30s]))",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "{{ handler }}",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeRegions": [],
+      "title": "Request duration [s] - p50",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "mode": "time",
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "$$hashKey": "object:1280",
+          "format": "clocks",
+          "logBase": 1,
+          "show": true
+        },
+        {
+          "$$hashKey": "object:1281",
+          "format": "short",
+          "logBase": 1,
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "fill": 1,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 6,
+        "w": 12,
+        "x": 0,
+        "y": 19
+      },
+      "hiddenSeries": false,
+      "id": 4,
+      "legend": {
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [],
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "10.1.5",
+      "pointradius": 5,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [
+        {
+          "$$hashKey": "object:1922",
+          "alias": "errors",
+          "color": "#c15c17"
+        }
+      ],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "$$hashKey": "object:766",
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "expr": "sum(rate(http_requests_total{status=\"5xx\"}[30s]))",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "errors",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeRegions": [],
+      "title": "Errors per second",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "mode": "time",
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "$$hashKey": "object:890",
+          "format": "short",
+          "logBase": 1,
+          "show": true
+        },
+        {
+          "$$hashKey": "object:891",
+          "format": "short",
+          "logBase": 1,
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false
+      }
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 10,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "never",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "line+area"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "transparent",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 0
+              }
+            ]
+          },
+          "unit": "clocks"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 6,
+        "w": 12,
+        "x": 12,
+        "y": 19
+      },
+      "id": 16,
+      "links": [],
+      "options": {
+        "legend": {
+          "calcs": ["mean", "lastNotNull", "max", "min"],
+          "displayMode": "table",
+          "placement": "right",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "multi",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "10.1.5",
+      "targets": [
+        {
+          "$$hashKey": "object:426",
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "expr": "histogram_quantile(0.9, rate(http_request_duration_seconds_bucket{handler!=\"none\"}[30s]))",
+          "format": "time_series",
+          "interval": "",
+          "intervalFactor": 1,
+          "legendFormat": "{{ handler }}",
+          "refId": "A"
+        }
+      ],
+      "title": "Request duration [s] - p90",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 25
+      },
+      "id": 17,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "c2e40e4d-dcb5-4720-94c6-ab412f074a75"
+          },
+          "editorMode": "code",
+          "expr": "sum by (status) (rate(http_requests_total[1m]))",
+          "instant": false,
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Panel Title",
+      "type": "timeseries"
+    }
+  ],
+  "refresh": "5s",
+  "schemaVersion": 38,
+  "style": "dark",
+  "tags": [],
+  "templating": {
+    "list": []
+  },
+  "time": {
+    "from": "now-1h",
+    "to": "now"
+  },
+  "timepicker": {
+    "refresh_intervals": ["3s"],
+    "time_options": ["5m", "15m", "1h", "6h", "12h", "24h", "2d", "7d", "30d"]
+  },
+  "timezone": "",
+  "title": "FastAPI Dashboard",
+  "uid": "_eX4mpl3",
+  "version": 1,
+  "weekStart": ""
+}
diff --git a/services/prometheus/prometheus.yml b/services/prometheus/prometheus.yml
new file mode 100644
index 0000000..7b96472
--- /dev/null
+++ b/services/prometheus/prometheus.yml
@@ -0,0 +1,32 @@
+global:
+  scrape_interval: 15s
+  scrape_timeout: 10s
+  evaluation_interval: 15s
+
+alerting:
+  alertmanagers:
+  - follow_redirects: true
+    enable_http2: true
+    scheme: http
+    timeout: 10s
+    api_version: v2
+    static_configs:
+    - targets: []
+
+scrape_configs:
+- job_name: prometheus
+  honor_timestamps: true
+  scrape_interval: 15s
+  scrape_timeout: 10s
+  metrics_path: /metrics
+  scheme: http
+  follow_redirects: true
+  enable_http2: true
+  static_configs:
+  - targets:
+    - localhost:9090
+- job_name: "fastapi"
+  scrape_interval: 10s
+  metrics_path: /metrics
+  static_configs:
+  - targets: ["api:8000"]