diff --git a/deployment/clouddeploy/gke-workers/base/ksm/ksm_cluster_pod_monitoring.yaml b/deployment/clouddeploy/gke-workers/base/ksm/ksm_cluster_pod_monitoring.yaml
index 63ec93161ab..9d30428a191 100644
--- a/deployment/clouddeploy/gke-workers/base/ksm/ksm_cluster_pod_monitoring.yaml
+++ b/deployment/clouddeploy/gke-workers/base/ksm/ksm_cluster_pod_monitoring.yaml
@@ -9,6 +9,7 @@ spec:
   selector:
     matchLabels:
       app.kubernetes.io/name: kube-state-metrics
+      app.kubernetes.io/version: 2.14.0
   endpoints:
   - port: metrics
     # Customized from 30s to 5s.
diff --git a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/configmaps/grafana_dashboards_prov.yaml b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/configmaps/grafana_dashboards_prov.yaml
index d62e3307d67..90542db3b02 100644
--- a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/configmaps/grafana_dashboards_prov.yaml
+++ b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/configmaps/grafana_dashboards_prov.yaml
@@ -14,6 +14,7 @@ data:
         folder: ''
         type: file
         disableDeletion: false
+        updateIntervalSeconds: 10
         editable: false
         options:
-          path: /etc/grafana/dashboards
+          path: /etc/plutono/dashboards
diff --git a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/configmaps/grafana_datasources.yaml b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/configmaps/grafana_datasources.yaml
index 6ac299aa5df..21921f021fd 100644
--- a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/configmaps/grafana_datasources.yaml
+++ b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/configmaps/grafana_datasources.yaml
@@ -27,11 +27,3 @@ data:
         jsonData:
           authenticationType: gce
           defaultProject: oss-vdb-test
-      - name: Cloud Logging
-        uid: cloud-logging
-        type: googlecloud-logging-datasource
-        access: proxy
-        editable: false
-        jsonData:
-          authenticationType: gce
-          defaultProject: oss-vdb-test
diff --git a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/data-quality-drift.json b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/data-quality-drift.json
index d1519a9f818..7280fc6dfb5 100644
--- a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/data-quality-drift.json
+++ b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/data-quality-drift.json
@@ -3,23 +3,20 @@
     "list": [
       {
         "builtIn": 1,
-        "datasource": {
-          "type": "grafana",
-          "uid": "-- Grafana --"
-        },
+        "datasource": "-- Plutono --",
         "enable": true,
         "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
         "name": "Annotations & Alerts",
         "type": "dashboard"
       }
     ]
   },
   "editable": false,
-  "fiscalYearStartMonth": 0,
+  "gnetId": null,
   "graphTooltip": 1,
   "id": null,
   "links": [],
-  "liveNow": false,
   "panels": [
     {
       "collapsed": false,
@@ -34,10 +31,7 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
           "color": {
@@ -53,7 +47,7 @@
               }
             ]
           },
-          "unit": "none"
+          "unit": "short"
         },
         "overrides": []
       },
@@ -78,29 +72,20 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(osv_dataset_total_vulnerabilities{ecosystem=\"all\"}) or sum(osv_dataset_total_vulnerabilities)",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Total Vulns",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Total Vulnerabilities",
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
           "color": {
@@ -124,7 +109,7 @@
               }
             ]
           },
-          "unit": "none"
+          "unit": "short"
         },
         "overrides": []
       },
@@ -149,29 +134,20 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(osv_recordchecker_drift)",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Datastore vs GCS Drift",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Datastore vs GCS Drift",
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
           "color": {
@@ -195,7 +171,7 @@
               }
             ]
           },
-          "unit": "none"
+          "unit": "short"
         },
         "overrides": []
       },
@@ -220,29 +196,20 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(osv_data_quality_findings)",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Active Linter Findings",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Active Linter Findings",
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
           "color": {
@@ -283,19 +250,13 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(osv_export_zip_size_bytes{ecosystem=\"all\"}) or sum(osv_export_zip_size_bytes)",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "all.zip Size",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Export all.zip Size",
@@ -314,133 +275,189 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "short"
-        },
-        "overrides": []
-      },
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 0,
         "y": 6
       },
+      "hiddenSeries": false,
       "id": 5,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (type) (osv_recordchecker_drift)",
-          "legendFormat": "Drift Type: {{type}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "Drift Type: {{type}}"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (reason, status) (increase(osv_recoverer_processed_records_total[1h]))",
-          "legendFormat": "Recoverer (1h): {{reason}} ({{status}})",
-          "range": true,
-          "refId": "B"
+          "refId": "B",
+          "legendFormat": "Recoverer (1h): {{reason}} ({{status}})"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Datastore vs. GCS Drift Discrepancies & Recoverer Activity",
-      "type": "timeseries"
-    },
-    {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
       },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "short"
-        },
-        "overrides": []
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
       },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 12,
         "y": 6
       },
+      "hiddenSeries": false,
       "id": 6,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (source) (osv_recordchecker_invalid_records)",
-          "legendFormat": "{{source}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{source}}"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Invalid Records Detected by Record Checker",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
       "collapsed": false,
@@ -455,122 +472,184 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "short"
-        },
-        "overrides": []
-      },
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 0,
         "y": 15
       },
+      "hiddenSeries": false,
       "id": 7,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (rule_code, severity) (osv_data_quality_findings)",
-          "legendFormat": "[{{severity}}] {{rule_code}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "[{{severity}}] {{rule_code}}"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Linter Findings by Rule Code & Severity",
-      "type": "timeseries"
-    },
-    {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
       },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "short"
-        },
-        "overrides": []
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
       },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 12,
         "y": 15
       },
+      "hiddenSeries": false,
       "id": 8,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "topk(10, sum by (source) (osv_data_quality_findings))",
-          "legendFormat": "{{source}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{source}}"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Top Upstream Sources by Linter Findings",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
       "collapsed": false,
@@ -585,138 +664,199 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "thresholds"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 10,
-            "lineWidth": 2
-          },
-          "thresholds": {
-            "mode": "absolute",
-            "steps": [
-              {
-                "color": "green",
-                "value": null
-              },
-              {
-                "color": "orange",
-                "value": 24
-              },
-              {
-                "color": "red",
-                "value": 72
-              }
-            ]
-          },
-          "unit": "h"
-        },
-        "overrides": []
-      },
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 0,
         "y": 24
       },
+      "hiddenSeries": false,
       "id": 9,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "(time() - max by (source) (osv_importer_last_new_record_timestamp_seconds)) / 3600",
-          "legendFormat": "{{source}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{source}}"
+        }
+      ],
+      "thresholds": [
+        {
+          "colorMode": "warning",
+          "fill": false,
+          "line": true,
+          "op": "gt",
+          "value": 24
+        },
+        {
+          "colorMode": "critical",
+          "fill": false,
+          "line": true,
+          "op": "gt",
+          "value": 72
         }
       ],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Feed Ingestion Staleness (Hours Since Last New Record)",
-      "type": "timeseries"
-    },
-    {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
       },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "bars",
-            "fillOpacity": 80,
-            "lineWidth": 1
-          },
-          "unit": "short"
-        },
-        "overrides": []
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
       },
+      "yaxes": [
+        {
+          "format": "h",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": true,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 8,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 12,
         "y": 24
       },
+      "hiddenSeries": false,
       "id": 10,
+      "legend": {
+        "alignAsTable": true,
+        "avg": false,
+        "current": false,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": true,
+        "values": true
+      },
+      "lines": false,
+      "linewidth": 1,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "sum",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "topk(10, sum by (source) (increase(osv_importer_records_discovered_total[1d])))",
-          "legendFormat": "{{source}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{source}}"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Daily Discovered Records by Upstream Source",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
       "collapsed": false,
@@ -731,136 +871,194 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "ops"
-        },
-        "overrides": []
-      },
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 0,
         "y": 33
       },
+      "hiddenSeries": false,
       "id": 11,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(rate(osv_gitter_commits_scanned_total[5m]))",
-          "legendFormat": "Commits Scanned / s",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "Commits Scanned / s"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(rate(osv_gitter_data_errors_total[5m]))",
-          "legendFormat": "Gitter Data Errors / s",
-          "range": true,
-          "refId": "B"
+          "refId": "B",
+          "legendFormat": "Gitter Data Errors / s"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Gitter Commit Scanning Velocity & Data Errors",
-      "type": "timeseries"
-    },
-    {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
       },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "bytes"
-        },
-        "overrides": []
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
       },
+      "yaxes": [
+        {
+          "format": "ops",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 12,
         "y": 33
       },
+      "hiddenSeries": false,
       "id": 12,
+      "legend": {
+        "alignAsTable": true,
+        "avg": false,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "topk(10, osv_export_zip_size_bytes)",
-          "legendFormat": "{{ecosystem}} archive",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{ecosystem}} archive"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Export Archive Expansion (Top Ecosystems & all.zip)",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "bytes",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     }
   ],
   "refresh": "1m",
-  "schemaVersion": 39,
+  "schemaVersion": 27,
+  "style": "dark",
   "tags": [
     "osv",
     "quality",
@@ -892,4 +1090,4 @@
   "title": "3. Vulnerability Data Quality & Ecosystem Health",
   "uid": "osv-data-quality-drift",
   "version": 1
-}
\ No newline at end of file
+}
diff --git a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/executive-overview.json b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/executive-overview.json
index d8d190d1e55..4405ce44ce4 100644
--- a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/executive-overview.json
+++ b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/executive-overview.json
@@ -3,48 +3,60 @@
     "list": [
       {
         "builtIn": 1,
-        "datasource": {
-          "type": "grafana",
-          "uid": "-- Grafana --"
-        },
+        "datasource": "-- Plutono --",
         "enable": true,
         "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
         "name": "Annotations & Alerts",
         "type": "dashboard"
       }
     ]
   },
   "editable": false,
-  "fiscalYearStartMonth": 0,
+  "gnetId": null,
   "graphTooltip": 1,
   "id": null,
   "links": [],
-  "liveNow": false,
   "panels": [
     {
       "collapsed": false,
-      "gridPos": { "h": 1, "w": 24, "x": 0, "y": 0 },
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 0
+      },
       "id": 100,
       "title": "Service Level Objectives (SLOs) & Key Performance Indicators",
       "type": "row"
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
-          "color": { "mode": "thresholds" },
+          "color": {
+            "mode": "thresholds"
+          },
           "mappings": [],
           "thresholds": {
             "mode": "absolute",
             "steps": [
-              { "color": "blue", "value": null }
+              {
+                "color": "blue",
+                "value": null
+              }
             ]
           },
-          "unit": "none"
+          "unit": "short"
         },
         "overrides": []
       },
-      "gridPos": { "h": 4, "w": 6, "x": 0, "y": 1 },
+      "gridPos": {
+        "h": 4,
+        "w": 6,
+        "x": 0,
+        "y": 1
+      },
       "id": 1,
       "options": {
         "colorMode": "value",
@@ -52,48 +64,63 @@
         "justifyMode": "auto",
         "orientation": "auto",
         "reduceOptions": {
-          "calcs": ["lastNotNull"],
+          "calcs": [
+            "lastNotNull"
+          ],
           "fields": "",
           "values": false
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "sum(increase(osv_worker_tasks_processed_total[$__range]))",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Total Tasks",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Total Tasks Processed",
       "type": "stat"
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
-          "color": { "mode": "thresholds" },
+          "color": {
+            "mode": "thresholds"
+          },
           "mappings": [],
           "max": 100,
           "min": 0,
           "thresholds": {
             "mode": "absolute",
             "steps": [
-              { "color": "red", "value": null },
-              { "color": "orange", "value": 95 },
-              { "color": "green", "value": 99 }
+              {
+                "color": "red",
+                "value": null
+              },
+              {
+                "color": "orange",
+                "value": 95
+              },
+              {
+                "color": "green",
+                "value": 99
+              }
             ]
           },
           "unit": "percent"
         },
         "overrides": []
       },
-      "gridPos": { "h": 4, "w": 6, "x": 6, "y": 1 },
+      "gridPos": {
+        "h": 4,
+        "w": 6,
+        "x": 6,
+        "y": 1
+      },
       "id": 2,
       "options": {
         "colorMode": "value",
@@ -101,48 +128,63 @@
         "justifyMode": "auto",
         "orientation": "auto",
         "reduceOptions": {
-          "calcs": ["lastNotNull"],
+          "calcs": [
+            "lastNotNull"
+          ],
           "fields": "",
           "values": false
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "(sum(increase(osv_worker_tasks_processed_total{status=\"success\"}[$__range])) / sum(increase(osv_worker_tasks_processed_total{status=~\"success|error\"}[$__range]))) * 100",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Success Rate",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Worker Success Rate (Target: > 99%)",
       "type": "stat"
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
-          "color": { "mode": "thresholds" },
+          "color": {
+            "mode": "thresholds"
+          },
           "mappings": [],
           "max": 100,
           "min": 0,
           "thresholds": {
             "mode": "absolute",
             "steps": [
-              { "color": "red", "value": null },
-              { "color": "orange", "value": 99.0 },
-              { "color": "green", "value": 99.95 }
+              {
+                "color": "red",
+                "value": null
+              },
+              {
+                "color": "orange",
+                "value": 99.0
+              },
+              {
+                "color": "green",
+                "value": 99.95
+              }
             ]
           },
           "unit": "percent"
         },
         "overrides": []
       },
-      "gridPos": { "h": 4, "w": 6, "x": 12, "y": 1 },
+      "gridPos": {
+        "h": 4,
+        "w": 6,
+        "x": 12,
+        "y": 1
+      },
       "id": 3,
       "options": {
         "colorMode": "value",
@@ -150,46 +192,61 @@
         "justifyMode": "auto",
         "orientation": "auto",
         "reduceOptions": {
-          "calcs": ["lastNotNull"],
+          "calcs": [
+            "lastNotNull"
+          ],
           "fields": "",
           "values": false
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "(1 - (sum(rate(run_googleapis_com:request_count{service_name=\"osv-grpc-v1\",response_code_class=\"5xx\", monitored_resource=\"cloud_run_revision\"}[$__range])) / sum(rate(run_googleapis_com:request_count{service_name=\"osv-grpc-v1\", monitored_resource=\"cloud_run_revision\"}[$__range])))) * 100",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Availability",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "API Availability SLO (Target: 99.95%)",
       "type": "stat"
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
-          "color": { "mode": "thresholds" },
+          "color": {
+            "mode": "thresholds"
+          },
           "mappings": [],
           "thresholds": {
             "mode": "absolute",
             "steps": [
-              { "color": "green", "value": null },
-              { "color": "orange", "value": 0.100 },
-              { "color": "red", "value": 0.150 }
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "orange",
+                "value": 0.1
+              },
+              {
+                "color": "red",
+                "value": 0.15
+              }
             ]
           },
           "unit": "s"
         },
         "overrides": []
       },
-      "gridPos": { "h": 4, "w": 6, "x": 18, "y": 1 },
+      "gridPos": {
+        "h": 4,
+        "w": 6,
+        "x": 18,
+        "y": 1
+      },
       "id": 4,
       "options": {
         "colorMode": "value",
@@ -197,22 +254,21 @@
         "justifyMode": "auto",
         "orientation": "auto",
         "reduceOptions": {
-          "calcs": ["lastNotNull"],
+          "calcs": [
+            "lastNotNull"
+          ],
           "fields": "",
           "values": false
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.99, sum by(le) (rate(run_googleapis_com:request_latencies_bucket{service_name=\"osv-grpc-v1\", monitored_resource=\"cloud_run_revision\"}[5m]))) / 1000",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "p99 Latency",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "API p99 Latency (Target: <= 150ms)",
@@ -220,256 +276,513 @@
     },
     {
       "collapsed": false,
-      "gridPos": { "h": 1, "w": 24, "x": 0, "y": 5 },
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 5
+      },
       "id": 101,
       "title": "Worker Ingestion Pipeline Throughput",
       "type": "row"
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
-      "fieldConfig": {
-        "defaults": {
-          "color": { "mode": "palette-classic" },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineInterpolation": "smooth",
-            "lineWidth": 2,
-            "showPoints": "never",
-            "spanNulls": false,
-            "stacking": { "group": "A", "mode": "none" }
-          },
-          "unit": "ops"
-        },
-        "overrides": []
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 6
       },
-      "gridPos": { "h": 8, "w": 12, "x": 0, "y": 6 },
+      "hiddenSeries": false,
       "id": 5,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": ["mean", "lastNotNull", "max"],
-          "displayMode": "table",
-          "placement": "bottom",
-          "showLegend": true
-        },
-        "tooltip": { "mode": "multi", "sort": "desc" }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "sum(rate(osv_worker_tasks_processed_total[5m])) by (status)",
-          "legendFormat": "{{status}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{status}}"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Worker Task Processing Rate",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "ops",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
-      "fieldConfig": {
-        "defaults": {
-          "color": { "mode": "palette-classic" },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "bars",
-            "fillOpacity": 80,
-            "lineWidth": 1,
-            "showPoints": "never",
-            "spanNulls": false,
-            "stacking": { "group": "A", "mode": "normal" }
-          },
-          "unit": "short"
-        },
-        "overrides": []
+      "aliasColors": {},
+      "bars": true,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 8,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 6
       },
-      "gridPos": { "h": 8, "w": 12, "x": 12, "y": 6 },
+      "hiddenSeries": false,
       "id": 6,
+      "legend": {
+        "alignAsTable": true,
+        "avg": false,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": false,
+      "linewidth": 1,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": ["lastNotNull", "max"],
-          "displayMode": "table",
-          "placement": "bottom",
-          "showLegend": true
-        },
-        "tooltip": { "mode": "multi", "sort": "desc" }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": true,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "sum(increase(osv_worker_tasks_processed_total[1h])) by (status)",
-          "interval": "1h",
+          "refId": "A",
           "legendFormat": "{{status}}",
-          "range": true,
-          "refId": "A"
+          "interval": "1h"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Hourly Task Volume by Status",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
       "collapsed": false,
-      "gridPos": { "h": 1, "w": 24, "x": 0, "y": 14 },
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 14
+      },
       "id": 102,
       "title": "Public API Serving & Error Budget Burn Rate",
       "type": "row"
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
-      "fieldConfig": {
-        "defaults": {
-          "color": { "mode": "palette-classic" },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "reqps"
-        },
-        "overrides": []
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 15
       },
-      "gridPos": { "h": 8, "w": 12, "x": 0, "y": 15 },
+      "hiddenSeries": false,
       "id": 7,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": ["mean", "lastNotNull", "max"],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": { "mode": "multi", "sort": "desc" }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "sum by (response_code_class) (rate(run_googleapis_com:request_count{service_name=\"osv-grpc-v1\", monitored_resource=\"cloud_run_revision\"}[5m]))",
-          "legendFormat": "{{response_code_class}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{response_code_class}}"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Cloud Run Request Rate (QPS by Status Class)",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "reqps",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
-      "fieldConfig": {
-        "defaults": {
-          "color": { "mode": "palette-classic" },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 10,
-            "lineWidth": 2
-          },
-          "unit": "s"
-        },
-        "overrides": []
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 15
       },
-      "gridPos": { "h": 8, "w": 12, "x": 12, "y": 15 },
+      "hiddenSeries": false,
       "id": 8,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": ["mean", "lastNotNull", "max"],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": { "mode": "multi", "sort": "desc" }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.50, sum by(le) (rate(run_googleapis_com:request_latencies_bucket{service_name=\"osv-grpc-v1\", monitored_resource=\"cloud_run_revision\"}[5m]))) / 1000",
-          "legendFormat": "p50 Latency",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "p50 Latency"
         },
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.95, sum by(le) (rate(run_googleapis_com:request_latencies_bucket{service_name=\"osv-grpc-v1\", monitored_resource=\"cloud_run_revision\"}[5m]))) / 1000",
-          "legendFormat": "p95 Latency",
-          "range": true,
-          "refId": "B"
+          "refId": "B",
+          "legendFormat": "p95 Latency"
         },
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.99, sum by(le) (rate(run_googleapis_com:request_latencies_bucket{service_name=\"osv-grpc-v1\", monitored_resource=\"cloud_run_revision\"}[5m]))) / 1000",
-          "legendFormat": "p99 Latency",
-          "range": true,
-          "refId": "C"
+          "refId": "C",
+          "legendFormat": "p99 Latency"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Cloud Run API Latency Percentiles",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "s",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
       "collapsed": false,
-      "gridPos": { "h": 1, "w": 24, "x": 0, "y": 23 },
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 23
+      },
       "id": 103,
       "title": "Ingestion Latency by Source",
       "type": "row"
     },
     {
-      "datasource": { "type": "prometheus", "uid": "gmp" },
-      "fieldConfig": {
-        "defaults": {
-          "color": { "mode": "palette-classic" },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 10,
-            "lineWidth": 2
-          },
-          "thresholds": {
-            "mode": "absolute",
-            "steps": [
-              { "color": "green", "value": null },
-              { "color": "red", "value": 7200 }
-            ]
-          },
-          "unit": "s"
-        },
-        "overrides": []
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
+      "gridPos": {
+        "h": 8,
+        "w": 24,
+        "x": 0,
+        "y": 24
       },
-      "gridPos": { "h": 8, "w": 24, "x": 0, "y": 24 },
+      "hiddenSeries": false,
       "id": 9,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": ["mean", "lastNotNull", "max"],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": { "mode": "multi", "sort": "desc" }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": { "type": "prometheus", "uid": "gmp" },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.95, sum by(le, source) (rate(osv_worker_published_to_available_seconds_bucket[1h])))",
-          "legendFormat": "{{source}} (p95)",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{source}} (p95)"
+        }
+      ],
+      "thresholds": [
+        {
+          "colorMode": "critical",
+          "fill": false,
+          "line": true,
+          "op": "gt",
+          "value": 7200
         }
       ],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Published-to-Available Lag by Source (Target: < 2h)",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "s",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     }
   ],
   "refresh": "30s",
-  "schemaVersion": 39,
+  "schemaVersion": 27,
+  "style": "dark",
   "tags": [
     "osv",
     "executive",
diff --git a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/home.json b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/home.json
index 846dcd1a3d8..047413d8343 100644
--- a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/home.json
+++ b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/home.json
@@ -3,12 +3,10 @@
     "list": [
       {
         "builtIn": 1,
-        "datasource": {
-          "type": "grafana",
-          "uid": "-- Grafana --"
-        },
+        "datasource": "-- Plutono --",
         "enable": true,
         "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
         "name": "Annotations & Alerts",
         "type": "dashboard"
       }
@@ -16,13 +14,13 @@
   },
   "description": "Landing page and directory for all OSV.dev infrastructure, ingestion pipeline, data quality, and feed conversion dashboards.",
   "editable": false,
-  "fiscalYearStartMonth": 0,
+  "gnetId": null,
   "graphTooltip": 0,
   "id": null,
   "links": [],
-  "liveNow": false,
   "panels": [
     {
+      "datasource": null,
       "gridPos": {
         "h": 13,
         "w": 16,
@@ -31,19 +29,15 @@
       },
       "id": 1,
       "options": {
-        "code": {
-          "language": "plaintext",
-          "showLineNumbers": false,
-          "showMiniMap": false
-        },
-        "content": "## Welcome to OSV.dev Observability\n\nChoose the dashboard below that best matches what you are investigating:\n\n| Dashboard | Best For / Questions Answered | Key Signals |\n| :--- | :--- | :--- |\n| **[1. Executive Overview & SLAs](/d/osv-exec-overview)** | **Overall health & SLO status** — *Is the public API healthy and fast? Are advisories published within our 2-hour freshness target?* | Cloud Run API availability & p99 latency, E2E publish-to-available lag, worker success rate |\n| **[2. Ingestion & Worker Pipeline Operations](/d/osv-pipeline-ingestion-ops)** | **On-call pipeline triage** — *Is Pub/Sub backed up? Are worker pools scaling and draining fast enough? Which tasks recently failed?* | Queue depth (`default` / `reimport` / `cves`), intake vs. drain rate, live error logs, reconciler & deleter safety limits |\n| **[3. Vulnerability Data Quality & Ecosystem Health](/d/osv-data-quality-drift)** | **Dataset integrity & feed freshness** — *Are Datastore and GCS out of sync? Which upstream feeds are stale or triggering linter errors?* | `recordchecker` drift, `osv-linter` findings by source/rule, feed staleness, `all.zip` export sizes, Gitter SSD usage |\n| **[4. CVE & Feed Conversions](/d/osv-cve-feed-conversions)** | **`vulnfeeds/` & CNA conversion quality** — *Why are CVEs failing to convert? How are CVEListV5, NVD, Debian, and Alpine converters running?* | Conversion funnel & outcomes, range extraction sources, Assigner CNA scorecards, `vulnfeeds/` CronJob status |\n\n---\n**Planned Deep-Dive Dashboards (Upcoming):** *5. API Serving & Analytics* · *6. Gitter & Recoverer Deep-Dive* · *7. CronJobs & Storage Capacity*\n\n*Tip: Click **Home** in the top-left breadcrumb from any dashboard to return to this directory.*",
+        "content": "## Welcome to OSV.dev Observability\n\nChoose the dashboard below that best matches what you are investigating:\n\n| Dashboard | Best For / Questions Answered | Key Signals |\n| :--- | :--- | :--- |\n| **[1. Executive Overview & SLAs](/d/osv-exec-overview)** | **Overall health & SLO status** — *Is the public API healthy and fast? Are advisories published within our 2-hour freshness target?* | Cloud Run API availability & p99 latency, E2E publish-to-available lag, worker success rate |\n| **[2. Ingestion & Worker Pipeline Operations](/d/osv-pipeline-ingestion-ops)** | **On-call pipeline triage** — *Is Pub/Sub backed up? Are worker pools scaling and draining fast enough? Which tasks recently failed?* | Queue depth (`default` / `reimport` / `cves`), intake vs. drain rate, error log triage links, reconciler & deleter safety limits |\n| **[3. Vulnerability Data Quality & Ecosystem Health](/d/osv-data-quality-drift)** | **Dataset integrity & feed freshness** — *Are Datastore and GCS out of sync? Which upstream feeds are stale or triggering linter errors?* | `recordchecker` drift, `osv-linter` findings by source/rule, feed staleness, `all.zip` export sizes, Gitter SSD usage |\n| **[4. CVE & Feed Conversions](/d/osv-cve-feed-conversions)** | **`vulnfeeds/` & CNA conversion quality** — *Why are CVEs failing to convert? How are CVEListV5, NVD, Debian, and Alpine converters running?* | Conversion funnel & outcomes, range extraction sources, Assigner CNA scorecards, `vulnfeeds/` CronJob status |\n\n---\n**Planned Deep-Dive Dashboards (Upcoming):** *5. API Serving & Analytics* · *6. Gitter & Recoverer Deep-Dive* · *7. CronJobs & Storage Capacity*\n\n*Tip: Click the **Plutono** icon or **Home** in the top-left navigation from any dashboard to return to this directory.*",
         "mode": "markdown"
       },
-      "pluginVersion": "11.5.10",
+      "pluginVersion": "7.5.52",
       "title": "Where Should I Start?",
       "type": "text"
     },
     {
+      "datasource": null,
       "description": "Automatically lists every provisioned dashboard tagged with 'osv'. New dashboards appear here automatically.",
       "gridPos": {
         "h": 13,
@@ -53,11 +47,10 @@
       },
       "id": 2,
       "options": {
-        "keepTime": false,
         "includeVars": false,
+        "keepTime": false,
         "maxItems": 20,
         "query": "",
-        "showFolderNames": false,
         "showHeadings": false,
         "showRecentlyViewed": false,
         "showSearch": true,
@@ -66,7 +59,7 @@
           "osv"
         ]
       },
-      "pluginVersion": "11.5.10",
+      "pluginVersion": "7.5.52",
       "title": "All OSV Dashboards (Auto-Updated)",
       "type": "dashlist"
     },
@@ -79,14 +72,12 @@
         "y": 13
       },
       "id": 100,
+      "panels": [],
       "title": "At-a-Glance System Pulse (Click any card to open its dashboard)",
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "description": "24-hour Cloud Run availability for osv-grpc-v1. Click to open Dashboard 1 (Executive Overview & SLAs).",
       "fieldConfig": {
         "defaults": {
@@ -144,17 +135,11 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.10",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "(1 - (sum(rate(run_googleapis_com:request_count{service_name=\"osv-grpc-v1\",response_code_class=\"5xx\", monitored_resource=\"cloud_run_revision\"}[24h])) / sum(rate(run_googleapis_com:request_count{service_name=\"osv-grpc-v1\", monitored_resource=\"cloud_run_revision\"}[24h])))) * 100",
           "instant": true,
-          "range": false,
           "refId": "A"
         }
       ],
@@ -162,10 +147,7 @@
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "description": "Undelivered Pub/Sub messages waiting in the primary worker subscription. Click to open Dashboard 2 (Ingestion & Worker Pipeline Operations).",
       "fieldConfig": {
         "defaults": {
@@ -222,16 +204,10 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.10",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(pubsub_googleapis_com:subscription_num_undelivered_messages{subscription_id=\"default\"}) or vector(0)",
-          "range": true,
           "refId": "A"
         }
       ],
@@ -239,10 +215,7 @@
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "description": "Missing or stale GCS vulnerability blobs relative to Datastore detected by recordchecker. Click to open Dashboard 3 (Data Quality & Ecosystem Health).",
       "fieldConfig": {
         "defaults": {
@@ -299,16 +272,10 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.10",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "max(osv_recordchecker_drift{type=\"gcs_missing_or_stale\"}) or vector(0)",
-          "range": true,
           "refId": "A"
         }
       ],
@@ -316,10 +283,7 @@
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "description": "Percentage of actionable CVEs successfully converted into OSV records across vulnfeeds/. Click to open Dashboard 4 (CVE & Feed Conversions).",
       "fieldConfig": {
         "defaults": {
@@ -377,17 +341,11 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.10",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "100 * sum(osv_cve_conversion_outcomes{outcome=\"Successful\"}) / clamp_min(sum(osv_cve_conversion_outcomes{outcome!~\"Rejected|NoSoftware\"}), 1)",
           "instant": true,
-          "range": false,
           "refId": "A"
         }
       ],
@@ -396,7 +354,8 @@
     }
   ],
   "refresh": "1m",
-  "schemaVersion": 39,
+  "schemaVersion": 27,
+  "style": "dark",
   "tags": [
     "directory",
     "home"
@@ -414,6 +373,5 @@
   "timezone": "browser",
   "title": "OSV.dev Observability Directory",
   "uid": "osv-home",
-  "version": 1,
-  "weekStart": ""
+  "version": 1
 }
diff --git a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/pipeline-ingestion-ops.json b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/pipeline-ingestion-ops.json
index 4f383e1c97b..a3b9dbfcdb8 100644
--- a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/pipeline-ingestion-ops.json
+++ b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/dashboards/pipeline-ingestion-ops.json
@@ -3,23 +3,20 @@
     "list": [
       {
         "builtIn": 1,
-        "datasource": {
-          "type": "grafana",
-          "uid": "-- Grafana --"
-        },
+        "datasource": "-- Plutono --",
         "enable": true,
         "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
         "name": "Annotations & Alerts",
         "type": "dashboard"
       }
     ]
   },
   "editable": false,
-  "fiscalYearStartMonth": 0,
+  "gnetId": null,
   "graphTooltip": 1,
   "id": null,
   "links": [],
-  "liveNow": false,
   "panels": [
     {
       "collapsed": false,
@@ -34,10 +31,7 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
           "color": {
@@ -86,29 +80,20 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(pubsub_googleapis_com:subscription_num_undelivered_messages{subscription_id=~\"default|.*tasks.*\"}) or sum(pubsub_googleapis_com:subscription_num_undelivered_messages{subscription_id=\"default\"})",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Default Tasks Backlog",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Default Tasks Backlog",
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
           "color": {
@@ -157,29 +142,20 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(pubsub_googleapis_com:subscription_num_undelivered_messages{subscription_id=~\".*reimport.*\"})",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Reimport Backlog",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Reimport Queue Backlog",
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "description": "Current age of the single oldest unacknowledged message across Pub/Sub subscriptions (labeled with its subscription_id). Drops immediately once the message is acknowledged or expires.",
       "fieldConfig": {
         "defaults": {
@@ -229,29 +205,20 @@
         },
         "textMode": "value_and_name"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "topk(1, max by (subscription_id) (pubsub_googleapis_com:subscription_oldest_unacked_message_age))",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "{{subscription_id}}",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Oldest Unacked Message Age",
       "type": "stat"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
+      "datasource": "GMP (Prometheus)",
       "fieldConfig": {
         "defaults": {
           "color": {
@@ -292,19 +259,13 @@
         },
         "textMode": "auto"
       },
-      "pluginVersion": "11.5.0",
+      "pluginVersion": "7.5.52",
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(kube_deployment_status_replicas_available{deployment=~\"workers.*\"}) or sum(kube_deployment_status_replicas_available{deployment=\"workers\"})",
-          "instant": true,
+          "refId": "A",
           "legendFormat": "Active Workers",
-          "range": false,
-          "refId": "A"
+          "instant": true
         }
       ],
       "title": "Worker Pool Active Replicas",
@@ -323,144 +284,194 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "short"
-        },
-        "overrides": []
-      },
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 0,
         "y": 6
       },
+      "hiddenSeries": false,
       "id": 5,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (subscription_id) (pubsub_googleapis_com:subscription_num_undelivered_messages)",
-          "legendFormat": "{{subscription_id}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{subscription_id}}"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Pub/Sub Queue Depth by Topic / Subscription",
-      "type": "timeseries"
-    },
-    {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
       },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": true,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "ops"
-        },
-        "overrides": []
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
       },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 12,
         "y": 6
       },
+      "hiddenSeries": false,
       "id": 6,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(rate(pubsub_googleapis_com:topic_send_message_operation_count{topic_id=~\"tasks|reimport|cves\"}[5m]))",
-          "legendFormat": "Intake Rate (Tasks In)",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "Intake Rate (Tasks In)"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(rate(osv_worker_tasks_processed_total[5m]))",
-          "legendFormat": "Drain Rate (Worker Tasks Out)",
-          "range": true,
-          "refId": "B"
+          "refId": "B",
+          "legendFormat": "Drain Rate (Worker Tasks Out)"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum(rate(osv_worker_tasks_processed_total[5m])) - sum(rate(pubsub_googleapis_com:topic_send_message_operation_count{topic_id=~\"tasks|reimport|cves\"}[5m]))",
-          "legendFormat": "Net Drain Speed (Tasks/s)",
-          "range": true,
-          "refId": "C"
+          "refId": "C",
+          "legendFormat": "Net Drain Speed (Tasks/s)"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Intake vs. Drain Velocity (Queue Drain Speed)",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "ops",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
       "collapsed": false,
@@ -475,172 +486,214 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 10,
-            "lineWidth": 2
-          },
-          "thresholds": {
-            "mode": "absolute",
-            "steps": [
-              {
-                "color": "green",
-                "value": null
-              },
-              {
-                "color": "orange",
-                "value": 10
-              },
-              {
-                "color": "red",
-                "value": 30
-              }
-            ]
-          },
-          "unit": "s"
-        },
-        "overrides": []
-      },
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 0,
         "y": 15
       },
+      "hiddenSeries": false,
       "id": 7,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.50, sum by(le) (rate(osv_worker_record_latency_seconds_bucket[5m])))",
-          "legendFormat": "p50 Latency",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "p50 Latency"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.90, sum by(le) (rate(osv_worker_record_latency_seconds_bucket[5m])))",
-          "legendFormat": "p90 Latency",
-          "range": true,
-          "refId": "B"
+          "refId": "B",
+          "legendFormat": "p90 Latency"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.95, sum by(le) (rate(osv_worker_record_latency_seconds_bucket[5m])))",
-          "legendFormat": "p95 Latency",
-          "range": true,
-          "refId": "C"
+          "refId": "C",
+          "legendFormat": "p95 Latency"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "histogram_quantile(0.99, sum by(le) (rate(osv_worker_record_latency_seconds_bucket[5m])))",
-          "legendFormat": "p99 Latency",
-          "range": true,
-          "refId": "D"
+          "refId": "D",
+          "legendFormat": "p99 Latency"
         }
       ],
+      "thresholds": [
+        {
+          "colorMode": "warning",
+          "fill": false,
+          "line": true,
+          "op": "gt",
+          "value": 10
+        },
+        {
+          "colorMode": "critical",
+          "fill": false,
+          "line": true,
+          "op": "gt",
+          "value": 30
+        }
+      ],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Worker Task Latency Distribution (Task Receive to Finish)",
-      "type": "timeseries"
-    },
-    {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
       },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "ops"
-        },
-        "overrides": []
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
       },
+      "yaxes": [
+        {
+          "format": "s",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 12,
         "x": 12,
         "y": 15
       },
+      "hiddenSeries": false,
       "id": 8,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (action, status) (rate(osv_worker_tasks_processed_total[5m]))",
-          "legendFormat": "{{action}} ({{status}})",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{action}} ({{status}})"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Worker Tasks Processed per Second by Action & Status",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "ops",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
       "collapsed": false,
@@ -655,203 +708,284 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
-      },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "ops"
-        },
-        "overrides": []
-      },
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 8,
         "x": 0,
         "y": 24
       },
+      "hiddenSeries": false,
       "id": 9,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (error_type, recoverable) (rate(osv_worker_failed_tasks_total[5m]))",
-          "legendFormat": "{{error_type}} (recoverable={{recoverable}})",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "{{error_type}} (recoverable={{recoverable}})"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Worker Task Failures by Error Type & Recoverability",
-      "type": "timeseries"
-    },
-    {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
       },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "short"
-        },
-        "overrides": []
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
       },
+      "yaxes": [
+        {
+          "format": "ops",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 8,
         "x": 8,
         "y": 24
       },
+      "hiddenSeries": false,
       "id": 10,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (status) (osv_reconciler_records_reconciled)",
-          "legendFormat": "Reconciled ({{status}})",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "Reconciled ({{status}})"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (status) (rate(osv_worker_tasks_processed_total{work_pool=\"reimport\"}[5m]))",
-          "legendFormat": "Reimport Pool / s ({{status}})",
-          "range": true,
-          "refId": "B"
+          "refId": "B",
+          "legendFormat": "Reimport Pool / s ({{status}})"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Importer Reconciler & Reimport Pool Status",
-      "type": "timeseries"
-    },
-    {
-      "datasource": {
-        "type": "prometheus",
-        "uid": "gmp"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
       },
-      "fieldConfig": {
-        "defaults": {
-          "color": {
-            "mode": "palette-classic"
-          },
-          "custom": {
-            "axisCenteredZero": false,
-            "drawStyle": "line",
-            "fillOpacity": 15,
-            "lineWidth": 2
-          },
-          "unit": "short"
-        },
-        "overrides": []
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
       },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "GMP (Prometheus)",
+      "fill": 2,
+      "fillGradient": 0,
       "gridPos": {
         "h": 8,
         "w": 8,
         "x": 16,
         "y": 24
       },
+      "hiddenSeries": false,
       "id": 11,
+      "legend": {
+        "alignAsTable": true,
+        "avg": true,
+        "current": true,
+        "max": true,
+        "min": false,
+        "rightSide": false,
+        "show": true,
+        "total": false,
+        "values": true
+      },
+      "lines": true,
+      "linewidth": 2,
+      "nullPointMode": "null",
       "options": {
-        "legend": {
-          "calcs": [
-            "mean",
-            "lastNotNull",
-            "max"
-          ],
-          "displayMode": "table",
-          "placement": "bottom"
-        },
-        "tooltip": {
-          "mode": "multi",
-          "sort": "desc"
-        }
+        "alertThreshold": true
       },
-      "pluginVersion": "11.5.0",
+      "percentage": false,
+      "pluginVersion": "7.5.52",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
       "targets": [
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (source) (increase(osv_deleter_upstream_withdrawals_total[1h]))",
-          "legendFormat": "Withdrawals (1h): {{source}}",
-          "range": true,
-          "refId": "A"
+          "refId": "A",
+          "legendFormat": "Withdrawals (1h): {{source}}"
         },
         {
-          "datasource": {
-            "type": "prometheus",
-            "uid": "gmp"
-          },
-          "editorMode": "code",
           "expr": "sum by (source) (osv_deleter_refused_deletions)",
-          "legendFormat": "Safety Refusals: {{source}}",
-          "range": true,
-          "refId": "B"
+          "refId": "B",
+          "legendFormat": "Safety Refusals: {{source}}"
         }
       ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
       "title": "Upstream Withdrawals & Safety Refusals",
-      "type": "timeseries"
+      "tooltip": {
+        "shared": true,
+        "sort": 2,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": 0,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": false
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
     },
     {
       "collapsed": false,
@@ -866,45 +1000,26 @@
       "type": "row"
     },
     {
-      "datasource": {
-        "type": "googlecloud-logging-datasource",
-        "uid": "cloud-logging"
-      },
+      "datasource": null,
       "gridPos": {
-        "h": 10,
+        "h": 7,
         "w": 24,
         "x": 0,
         "y": 33
       },
       "id": 12,
       "options": {
-        "dedupStrategy": "none",
-        "enableLogDetails": true,
-        "prettifyLogMessage": false,
-        "showCommonLabels": false,
-        "showLabels": false,
-        "showTime": true,
-        "sortOrder": "Descending",
-        "wrapLogMessage": false
-      },
-      "pluginVersion": "11.5.0",
-      "targets": [
-        {
-          "datasource": {
-            "type": "googlecloud-logging-datasource",
-            "uid": "cloud-logging"
-          },
-          "projectId": "oss-vdb-test",
-          "queryText": "resource.type=\"k8s_container\"\nresource.labels.container_name=~\"^(worker-private|workers-reimport|workers-cves|recoverer|importer|importer-deleter)$\"\nseverity>=ERROR",
-          "refId": "A"
-        }
-      ],
-      "title": "Failed Worker, Importer & Recoverer Error Logs",
-      "type": "logs"
+        "content": "### Cloud Logging Triage Links (`severity >= ERROR`)\nInline Cloud Logging panels require Grafana >= 8.5 (`googlecloud-logging-datasource`); use the pre-filtered Google Cloud Logs Explorer links below for live stack traces and `ref_id` inspection:\n\n- [**All Pipeline Error Logs** (`worker-*`, `recoverer`, `importer`, `importer-deleter`)](https://console.cloud.google.com/logs/query;query=resource.type%3D%22k8s_container%22%0Aresource.labels.container_name%3D~%22%5E%28worker-private%7Cworkers-reimport%7Cworkers-cves%7Crecoverer%7Cimporter%7Cimporter-deleter%29%24%22%0Aseverity%3E%3DERROR?project=oss-vdb-test)\n- [**Worker Pool Errors Only** (`worker-private`, `workers-reimport`, `workers-cves`)](https://console.cloud.google.com/logs/query;query=resource.type%3D%22k8s_container%22%0Aresource.labels.container_name%3D~%22%5E%28worker-private%7Cworkers-reimport%7Cworkers-cves%29%24%22%0Aseverity%3E%3DERROR?project=oss-vdb-test)\n- [**Importer & Deleter Errors** (`importer`, `importer-deleter`)](https://console.cloud.google.com/logs/query;query=resource.type%3D%22k8s_container%22%0Aresource.labels.container_name%3D~%22%5E%28importer%7Cimporter-deleter%29%24%22%0Aseverity%3E%3DERROR?project=oss-vdb-test)\n- [**Recoverer Errors** (`recoverer`)](https://console.cloud.google.com/logs/query;query=resource.type%3D%22k8s_container%22%0Aresource.labels.container_name%3D~%22%5E%28recoverer%29%24%22%0Aseverity%3E%3DERROR?project=oss-vdb-test)\n\n```text\nresource.type=\"k8s_container\"\nresource.labels.container_name=~\"^(worker-private|workers-reimport|workers-cves|recoverer|importer|importer-deleter)$\"\nseverity>=ERROR\n```",
+        "mode": "markdown"
+      },
+      "pluginVersion": "7.5.52",
+      "title": "Failed Worker, Importer & Recoverer Error Logs (Cloud Logging Explorer)",
+      "type": "text"
     }
   ],
   "refresh": "30s",
-  "schemaVersion": 39,
+  "schemaVersion": 27,
+  "style": "dark",
   "tags": [
     "osv",
     "pipeline",
@@ -934,4 +1049,4 @@
   "title": "2. Ingestion & Worker Pipeline Operations",
   "uid": "osv-pipeline-ingestion-ops",
   "version": 1
-}
\ No newline at end of file
+}
diff --git a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/grafana_deployment.yaml b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/grafana_deployment.yaml
index 78f01a8f38b..cc4864cc4da 100644
--- a/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/grafana_deployment.yaml
+++ b/deployment/clouddeploy/gke-workers/environments/oss-vdb-test/monitoring/grafana_deployment.yaml
@@ -20,44 +20,38 @@ spec:
     spec:
       containers:
       - name: grafana
-        image: grafana/grafana:11.5.10@sha256:4d1b2146de6488324c4e880be2028620259c414406e36a9ac2160485f8fd3259
+        image: ghcr.io/credativ/plutono:v7.5.52@sha256:5e5c86066c5adc0e7fa06f33eeb3396ac6f98cf1f387253c681fb7783c610f5e
         imagePullPolicy: IfNotPresent
         ports:
         - name: http
           containerPort: 3000
         env:
-        - name: GF_SECURITY_ALLOW_EMBEDDING
+        - name: PL_SECURITY_ALLOW_EMBEDDING
           value: "true"
-        - name: GF_AUTH_ANONYMOUS_ENABLED
+        - name: PL_AUTH_ANONYMOUS_ENABLED
           value: "false"
-        - name: GF_AUTH_BASIC_ENABLED
+        - name: PL_AUTH_BASIC_ENABLED
           value: "false"
-        - name: GF_AUTH_DISABLE_LOGIN_FORM
+        - name: PL_AUTH_DISABLE_LOGIN_FORM
           value: "true"
-        - name: GF_AUTH_JWT_ENABLED
+        - name: PL_AUTH_DISABLE_SIGNOUT_MENU
           value: "true"
-        - name: GF_AUTH_JWT_HEADER_NAME
-          value: "X-Goog-IAP-JWT-Assertion"
-        - name: GF_AUTH_JWT_EMAIL_CLAIM
-          value: "email"
-        - name: GF_AUTH_JWT_USERNAME_CLAIM
-          value: "email"
-        - name: GF_AUTH_JWT_JWK_SET_URL
-          value: "https://www.gstatic.com/iap/verify/public_key-jwk"
-        - name: GF_AUTH_JWT_EXPECT_CLAIMS
-          value: '{"iss": "https://cloud.google.com/iap"}'
-        - name: GF_AUTH_JWT_AUTO_SIGN_UP
+        - name: PL_AUTH_PROXY_ENABLED
           value: "true"
-        - name: GF_USERS_AUTO_ASSIGN_ORG
+        - name: PL_AUTH_PROXY_HEADER_NAME
+          value: "X-Goog-Authenticated-User-Email"
+        - name: PL_AUTH_PROXY_HEADER_PROPERTY
+          value: "username"
+        - name: PL_AUTH_PROXY_AUTO_SIGN_UP
           value: "true"
-        - name: GF_USERS_AUTO_ASSIGN_ORG_ROLE
+        - name: PL_USERS_AUTO_ASSIGN_ORG
+          value: "true"
+        - name: PL_USERS_AUTO_ASSIGN_ORG_ROLE
           value: "Viewer"
-        - name: GF_SERVER_ROOT_URL
+        - name: PL_DASHBOARDS_DEFAULT_HOME_DASHBOARD_PATH
+          value: "/etc/plutono/dashboards/home.json"
+        - name: PL_SERVER_ROOT_URL
           value: "https://monitoring.test.osv.dev"
-        - name: GF_DASHBOARDS_DEFAULT_HOME_DASHBOARD_PATH
-          value: "/etc/grafana/dashboards/home.json"
-        - name: GF_INSTALL_PLUGINS
-          value: "googlecloud-logging-datasource 1.8.1"
         resources:
           requests:
             cpu: 250m
@@ -83,16 +77,16 @@ spec:
           failureThreshold: 2
         volumeMounts:
         - name: datasources
-          mountPath: /etc/grafana/provisioning/datasources
+          mountPath: /etc/plutono/provisioning/datasources
           readOnly: true
         - name: dashboards-prov
-          mountPath: /etc/grafana/provisioning/dashboards
+          mountPath: /etc/plutono/provisioning/dashboards
           readOnly: true
         - name: dashboards
-          mountPath: /etc/grafana/dashboards
+          mountPath: /etc/plutono/dashboards
           readOnly: true
         - name: storage
-          mountPath: /var/lib/grafana
+          mountPath: /var/lib/plutono
       - name: gmp-frontend
         image: gke.gcr.io/prometheus-engine/frontend:v0.18.2-gke.1@sha256:35ab356d969255dd7694ae371bf0991b97907451b4c7e1574b58a096d3be5977
         args:
diff --git a/tools/run_grafana_local.sh b/tools/run_grafana_local.sh
index b9c47e13a30..fddf1e2209e 100755
--- a/tools/run_grafana_local.sh
+++ b/tools/run_grafana_local.sh
@@ -56,14 +56,6 @@ datasources:
     jsonData:
       authenticationType: gce
       defaultProject: $GCP_PROJECT
-  - name: Cloud Logging
-    uid: cloud-logging
-    type: googlecloud-logging-datasource
-    access: proxy
-    editable: true
-    jsonData:
-      authenticationType: gce
-      defaultProject: $GCP_PROJECT
 EOF
 
 # Extract dashboards.yaml provider
@@ -75,9 +67,10 @@ providers:
     folder: ''
     type: file
     disableDeletion: false
+    updateIntervalSeconds: 10
     editable: true # Allow editing locally
     options:
-      path: /etc/grafana/dashboards
+      path: /etc/plutono/dashboards
 EOF
 chmod 644 "$TMP_DIR/datasources.yaml" "$TMP_DIR/dashboards.yaml"
 
@@ -91,16 +84,16 @@ docker run -d --rm \
   --web.listen-address=0.0.0.0:9090 \
   --query.project-id=$GCP_PROJECT
 
-echo "Starting Grafana on http://localhost:3000"
+echo "Starting Plutono (Apache 2.0 Grafana 7.5 fork) on http://localhost:3000"
 echo "Login skipped (Anonymous access enabled as Admin)"
 echo "To save changes: Edit dashboard in UI -> Settings -> JSON Model -> Copy -> Save to file"
 
 # Open browser automatically in background
 (
-  # Wait for Grafana to be ready
+  # Wait for Plutono to be ready
   for i in {1..30}; do
     if curl -s -o /dev/null http://localhost:3000/api/health; then
-      echo "Grafana is ready! Opening browser..."
+      echo "Plutono is ready! Opening browser..."
       if command -v xdg-open > /dev/null; then
         xdg-open http://localhost:3000 > /dev/null 2>&1
       elif command -v open > /dev/null; then
@@ -114,20 +107,19 @@ echo "To save changes: Edit dashboard in UI -> Settings -> JSON Model -> Copy ->
   done
 ) &
 
-# Run Grafana
+# Run Plutono
 # Anonymous access is enabled as Admin for local development convenience ONLY.
 # Do NOT use these settings in production!
 docker run --rm \
   --name grafana-local \
   --network grafana-local-net \
   -p 127.0.0.1:3000:3000 \
-  -e GF_AUTH_ANONYMOUS_ENABLED="true" \
-  -e GF_AUTH_ANONYMOUS_ORG_ROLE="Admin" \
-  -e GF_DASHBOARDS_DEFAULT_HOME_DASHBOARD_PATH="/etc/grafana/dashboards/home.json" \
-  -e GF_INSTALL_PLUGINS="googlecloud-logging-datasource 1.8.1" \
+  -e PL_AUTH_ANONYMOUS_ENABLED="true" \
+  -e PL_AUTH_ANONYMOUS_ORG_ROLE="Admin" \
+  -e PL_DASHBOARDS_DEFAULT_HOME_DASHBOARD_PATH="/etc/plutono/dashboards/home.json" \
   -e GOOGLE_APPLICATION_CREDENTIALS=/tmp/keys/adc.json \
   -v "$TMP_DIR/adc.json:/tmp/keys/adc.json:ro" \
-  -v "$TMP_DIR/datasources.yaml:/etc/grafana/provisioning/datasources/datasources.yaml:ro" \
-  -v "$TMP_DIR/dashboards.yaml:/etc/grafana/provisioning/dashboards/dashboards.yaml:ro" \
-  -v "$(pwd)/$MONITORING_DIR/dashboards:/etc/grafana/dashboards:ro" \
-  grafana/grafana:11.5.10@sha256:4d1b2146de6488324c4e880be2028620259c414406e36a9ac2160485f8fd3259
+  -v "$TMP_DIR/datasources.yaml:/etc/plutono/provisioning/datasources/datasources.yaml:ro" \
+  -v "$TMP_DIR/dashboards.yaml:/etc/plutono/provisioning/dashboards/dashboards.yaml:ro" \
+  -v "$(pwd)/$MONITORING_DIR/dashboards:/etc/plutono/dashboards:ro" \
+  ghcr.io/credativ/plutono:v7.5.52@sha256:5e5c86066c5adc0e7fa06f33eeb3396ac6f98cf1f387253c681fb7783c610f5e