diff --git a/nix/host-modules/swarm-grafana/dashboards/agents.json b/nix/host-modules/swarm-grafana/dashboards/agents.json
index 9cc817aa..760b40ab 100644
--- a/nix/host-modules/swarm-grafana/dashboards/agents.json
+++ b/nix/host-modules/swarm-grafana/dashboards/agents.json
@@ -1478,12 +1478,1030 @@
             }
           }
         }
+      },
+      "panel-50": {
+        "kind": "Panel",
+        "spec": {
+          "id": 50,
+          "title": "Active agents",
+          "description": "Distinct agents with Claude Code activity in the selected range.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "count(count by (agent) ({__name__=\"claude_code.session.count\", hive=~\"$hive\", agent=~\"$agent\"}))",
+                        "instant": true,
+                        "legendFormat": "agents"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "stat",
+            "version": "",
+            "spec": {
+              "options": {
+                "colorMode": "value",
+                "graphMode": "none",
+                "justifyMode": "auto",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "textMode": "value"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 0,
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "text"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-51": {
+        "kind": "Panel",
+        "spec": {
+          "id": 51,
+          "title": "Turns",
+          "description": "Total agent turns in the selected range.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sum(increase({__name__=\"hyperhive.agent.turn.count\", hive=~\"$hive\", agent=~\"$agent\"}[$__range]))",
+                        "instant": true,
+                        "legendFormat": "turns"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "stat",
+            "version": "",
+            "spec": {
+              "options": {
+                "colorMode": "value",
+                "graphMode": "none",
+                "justifyMode": "auto",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "textMode": "value"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 0,
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "text"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-52": {
+        "kind": "Panel",
+        "spec": {
+          "id": 52,
+          "title": "Tokens",
+          "description": "Total tokens (all types) in the selected range.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sum(increase({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\"}[$__range]))",
+                        "instant": true,
+                        "legendFormat": "tokens"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "stat",
+            "version": "",
+            "spec": {
+              "options": {
+                "colorMode": "value",
+                "graphMode": "none",
+                "justifyMode": "auto",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "textMode": "value"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 1,
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "text"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-53": {
+        "kind": "Panel",
+        "spec": {
+          "id": 53,
+          "title": "Input tokens",
+          "description": "Input tokens in the selected range.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sum(increase({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\", type=\"input\"}[$__range]))",
+                        "instant": true,
+                        "legendFormat": "input"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "stat",
+            "version": "",
+            "spec": {
+              "options": {
+                "colorMode": "value",
+                "graphMode": "none",
+                "justifyMode": "auto",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "textMode": "value"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 1,
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "text"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-54": {
+        "kind": "Panel",
+        "spec": {
+          "id": 54,
+          "title": "Output tokens",
+          "description": "Output tokens in the selected range.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sum(increase({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\", type=\"output\"}[$__range]))",
+                        "instant": true,
+                        "legendFormat": "output"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "stat",
+            "version": "",
+            "spec": {
+              "options": {
+                "colorMode": "value",
+                "graphMode": "none",
+                "justifyMode": "auto",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "textMode": "value"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 1,
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "text"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-55": {
+        "kind": "Panel",
+        "spec": {
+          "id": 55,
+          "title": "Cache read tokens",
+          "description": "Cache-read tokens in the selected range.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sum(increase({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\", type=\"cacheRead\"}[$__range]))",
+                        "instant": true,
+                        "legendFormat": "cache read"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "stat",
+            "version": "",
+            "spec": {
+              "options": {
+                "colorMode": "value",
+                "graphMode": "none",
+                "justifyMode": "auto",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "textMode": "value"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 1,
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "text"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-56": {
+        "kind": "Panel",
+        "spec": {
+          "id": 56,
+          "title": "Cost",
+          "description": "Total USD spent in the selected range.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sum(increase({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\"}[$__range]))",
+                        "instant": true,
+                        "legendFormat": "cost"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "stat",
+            "version": "",
+            "spec": {
+              "options": {
+                "colorMode": "value",
+                "graphMode": "none",
+                "justifyMode": "auto",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "textMode": "value"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "currencyUSD",
+                  "decimals": 2,
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "text"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-60": {
+        "kind": "Panel",
+        "spec": {
+          "id": 60,
+          "title": "Turns by agent",
+          "description": "Agent turns in the selected range, busiest first.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sort_desc(sum by (agent) (increase({__name__=\"hyperhive.agent.turn.count\", hive=~\"$hive\", agent=~\"$agent\"}[$__range])))",
+                        "instant": true,
+                        "legendFormat": "{{agent}}"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "bargauge",
+            "version": "",
+            "spec": {
+              "options": {
+                "displayMode": "basic",
+                "orientation": "horizontal",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "showUnfilled": true,
+                "valueMode": "text"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 0,
+                  "thresholds": {
+                    "mode": "absolute",
+                    "steps": [
+                      {
+                        "value": null,
+                        "color": "blue"
+                      }
+                    ]
+                  },
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "blue"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-61": {
+        "kind": "Panel",
+        "spec": {
+          "id": 61,
+          "title": "Cost by agent",
+          "description": "USD spent in the selected range, busiest first.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sort_desc(sum by (agent) (increase({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\"}[$__range])))",
+                        "instant": true,
+                        "legendFormat": "{{agent}}"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "bargauge",
+            "version": "",
+            "spec": {
+              "options": {
+                "displayMode": "basic",
+                "orientation": "horizontal",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "showUnfilled": true,
+                "valueMode": "text"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "currencyUSD",
+                  "decimals": 2,
+                  "thresholds": {
+                    "mode": "absolute",
+                    "steps": [
+                      {
+                        "value": null,
+                        "color": "purple"
+                      }
+                    ]
+                  },
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "purple"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-62": {
+        "kind": "Panel",
+        "spec": {
+          "id": 62,
+          "title": "Input tokens by agent",
+          "description": "Input tokens in the selected range, busiest first.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sort_desc(sum by (agent) (increase({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\", type=\"input\"}[$__range])))",
+                        "instant": true,
+                        "legendFormat": "{{agent}}"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "bargauge",
+            "version": "",
+            "spec": {
+              "options": {
+                "displayMode": "basic",
+                "orientation": "horizontal",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "showUnfilled": true,
+                "valueMode": "text"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 1,
+                  "thresholds": {
+                    "mode": "absolute",
+                    "steps": [
+                      {
+                        "value": null,
+                        "color": "blue"
+                      }
+                    ]
+                  },
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "blue"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-63": {
+        "kind": "Panel",
+        "spec": {
+          "id": 63,
+          "title": "Output tokens by agent",
+          "description": "Output tokens in the selected range, busiest first.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sort_desc(sum by (agent) (increase({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\", type=\"output\"}[$__range])))",
+                        "instant": true,
+                        "legendFormat": "{{agent}}"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "bargauge",
+            "version": "",
+            "spec": {
+              "options": {
+                "displayMode": "basic",
+                "orientation": "horizontal",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "showUnfilled": true,
+                "valueMode": "text"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 1,
+                  "thresholds": {
+                    "mode": "absolute",
+                    "steps": [
+                      {
+                        "value": null,
+                        "color": "blue"
+                      }
+                    ]
+                  },
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "blue"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
+      },
+      "panel-64": {
+        "kind": "Panel",
+        "spec": {
+          "id": 64,
+          "title": "Cache read tokens by agent",
+          "description": "Cache-read tokens in the selected range, busiest first.",
+          "links": [],
+          "data": {
+            "kind": "QueryGroup",
+            "spec": {
+              "queries": [
+                {
+                  "kind": "PanelQuery",
+                  "spec": {
+                    "query": {
+                      "kind": "DataQuery",
+                      "group": "prometheus",
+                      "version": "v0",
+                      "datasource": {
+                        "name": "@datasourceUid@"
+                      },
+                      "spec": {
+                        "expr": "sort_desc(sum by (agent) (increase({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\", type=\"cacheRead\"}[$__range])))",
+                        "instant": true,
+                        "legendFormat": "{{agent}}"
+                      }
+                    },
+                    "refId": "A",
+                    "hidden": false
+                  }
+                }
+              ],
+              "transformations": [],
+              "queryOptions": {}
+            }
+          },
+          "vizConfig": {
+            "kind": "VizConfig",
+            "group": "bargauge",
+            "version": "",
+            "spec": {
+              "options": {
+                "displayMode": "basic",
+                "orientation": "horizontal",
+                "reduceOptions": {
+                  "calcs": ["lastNotNull"],
+                  "fields": "",
+                  "values": false
+                },
+                "showUnfilled": true,
+                "valueMode": "text"
+              },
+              "fieldConfig": {
+                "defaults": {
+                  "unit": "short",
+                  "decimals": 1,
+                  "thresholds": {
+                    "mode": "absolute",
+                    "steps": [
+                      {
+                        "value": null,
+                        "color": "blue"
+                      }
+                    ]
+                  },
+                  "color": {
+                    "mode": "fixed",
+                    "fixedColor": "blue"
+                  }
+                },
+                "overrides": []
+              }
+            }
+          }
+        }
       }
     },
     "layout": {
       "kind": "TabsLayout",
       "spec": {
         "tabs": [
+          {
+            "kind": "TabsLayoutTab",
+            "spec": {
+              "title": "overview",
+              "layout": {
+                "kind": "GridLayout",
+                "spec": {
+                  "items": [
+                    {
+                      "kind": "GridLayoutItem",
+                      "spec": {
+                        "x": 0,
+                        "y": 0,
+                        "width": 3,
+                        "height": 4,
+                        "element": {
+                          "kind": "ElementReference",
+                          "name": "panel-50"
+                        }
+                      }
+                    },
+                    {
+                      "kind": "GridLayoutItem",
+                      "spec": {
+                        "x": 3,
+                        "y": 0,
+                        "width": 3,
+                        "height": 4,
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