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      "description": "Estimated currently active sessions from started minus shutdown counters. This is an estimate and can reset with process restarts; zero can mean healthy idle.",
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    {
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          "title": "Open Agents",
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        "w": 24,
        "x": 0,
        "y": 11
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        "uid": "prometheus"
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        "x": 0,
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      "datasource": {
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        "uid": "prometheus"
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          "title": "Open Models",
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          "title": "Open Logs and LLM I/O",
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        "minVizHeight": 16,
        "minVizWidth": 8,
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          "legendFormat": "input",
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          "refId": "A"
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          "range": false,
          "refId": "B"
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        {
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            "uid": "prometheus"
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          "editorMode": "code",
          "expr": "sum(increase(observme_llm_reasoning_tokens_total[$__range])) or vector(0)",
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          "legendFormat": "reasoning",
          "range": false,
          "refId": "C"
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        {
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          "editorMode": "code",
          "expr": "sum(increase(observme_llm_cache_read_tokens_total[$__range])) or vector(0)",
          "instant": true,
          "legendFormat": "cache read",
          "range": false,
          "refId": "D"
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        {
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          "editorMode": "code",
          "expr": "sum(increase(observme_llm_cache_write_tokens_total[$__range])) or vector(0)",
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          "legendFormat": "cache write",
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          "refId": "E"
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      "title": "Token mix",
      "type": "bargauge"
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    {
      "datasource": {
        "type": "prometheus",
        "uid": "prometheus"
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      "description": "Total LLM cost trend without provider/model detail. Open Cost or Models when this sparkline rises unexpectedly.",
      "fieldConfig": {
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          "custom": {
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            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "USD",
            "axisPlacement": "auto",
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            "fillOpacity": 20,
            "gradientMode": "opacity",
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          "thresholds": {
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          "unit": "currencyUSD"
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        "w": 10,
        "x": 14,
        "y": 12
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          "title": "Open Cost",
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        "w": 24,
        "x": 0,
        "y": 19
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      "panels": [],
      "title": "Latency",
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    },
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        "uid": "prometheus"
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      "description": "p95 turn latency trend with a compact sparkline. Zero can mean idle or missing duration buckets, so confirm volume in Latency and export liveness when unexpected. The 30s/60s thresholds are tunable assumptions.",
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        "x": 0,
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          "title": "Open Trace Journey",
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      "title": "p95 turn latency",
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    {
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        "uid": "prometheus"
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      "description": "p95 LLM request latency trend. Zero can mean idle or missing duration buckets; open Latency for volume context and Models for provider/model comparison. The 30s/60s thresholds are tunable assumptions.",
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        "x": 0,
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        "uid": "prometheus"
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      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
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          "fields": "",
          "values": false
        },
        "showPercentChange": false,
        "textMode": "auto",
        "wideLayout": true
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      "pluginVersion": "11.1.0",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "prometheus"
          },
          "editorMode": "code",
          "expr": "(sum(increase(observme_subagent_spawn_failures_total[$__range])) or vector(0)) + (sum(increase(observme_orphan_agents_total[$__range])) or vector(0)) + (sum(increase(observme_trace_context_propagation_failures_total[$__range])) or vector(0))",
          "instant": true,
          "range": false,
          "refId": "A"
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      ],
      "title": "Lineage failures",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "prometheus"
      },
      "description": "p95 agent-tree depth. The red reference at 5 matches the tunable ObservMeExcessiveAgentTreeDepth default. Zero can mean idle or missing tree-depth buckets; use Agents for workload context.",
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
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              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 5
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            ]
          },
          "unit": "short"
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      "gridPos": {
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        "w": 6,
        "x": 6,
        "y": 26
      },
      "id": 20,
      "links": [
        {
          "targetBlank": false,
          "title": "Open Agents",
          "url": "/d/observme-agents/observme-agents?${__url_time_range}"
        },
        {
          "targetBlank": false,
          "title": "Open Agent Node Graphs",
          "url": "/d/observme-agent-node-graphs/observme-agent-node-graphs?${__url_time_range}"
        }
      ],
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
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          "fields": "",
          "values": false
        },
        "showPercentChange": false,
        "textMode": "auto",
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      "pluginVersion": "11.1.0",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "prometheus"
          },
          "editorMode": "code",
          "expr": "histogram_quantile(0.95, sum(rate(observme_agent_tree_depth_bucket[$__rate_interval])) by (le)) or vector(0)",
          "range": true,
          "refId": "A"
        }
      ],
      "title": "p95 tree depth",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "prometheus"
      },
      "description": "p95 fan-out per parent operation. The red reference at 20 matches the tunable ObservMeRunawayAgentFanOut default. Zero can mean idle or missing fan-out buckets; use Agents for workload context.",
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
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              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
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          "unit": "short"
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        "x": 12,
        "y": 26
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      "id": 21,
      "links": [
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          "targetBlank": false,
          "title": "Open Agents",
          "url": "/d/observme-agents/observme-agents?${__url_time_range}"
        },
        {
          "targetBlank": false,
          "title": "Open Trace Journey",
          "url": "/d/observme-trace-journey/observme-trace-journey?${__url_time_range}"
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      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
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          "values": false
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      "targets": [
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          "datasource": {
            "type": "prometheus",
            "uid": "prometheus"
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          "editorMode": "code",
          "expr": "histogram_quantile(0.95, sum(rate(observme_agent_fanout_count_bucket[$__rate_interval])) by (le)) or vector(0)",
          "range": true,
          "refId": "A"
        }
      ],
      "title": "p95 fan-out",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "prometheus"
      },
      "description": "Canonical leased-active agents by emitted bounded role and environment. Exact v2 lead, helper, worker, and validator values remain separate from root and the legacy subagent, orchestrator, reviewer, and unknown values. Clean shutdown reaches zero after export/scrape propagation; after an ungraceful exit, leased totals converge to zero within the default 60-second lease plus one Prometheus scrape while raw claims may remain cached. Depth is omitted because active signals do not emit subagent_depth. An unlabeled zero means healthy idle or no qualifying lease when Prometheus is reachable; compare Export Health. /obs agents is current-process child state, not this aggregate fleet view.",
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            "mode": "palette-classic"
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          "mappings": [],
          "thresholds": {
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        "overrides": []
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      "gridPos": {
        "h": 6,
        "w": 6,
        "x": 18,
        "y": 26
      },
      "id": 22,
      "links": [
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          "title": "Open Agents",
          "url": "/d/observme-agents/observme-agents?${__url_time_range}"
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        "minVizHeight": 16,
        "minVizWidth": 8,
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          "fields": "",
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        "showUnfilled": true,
        "sizing": "auto",
        "valueMode": "color"
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      "pluginVersion": "11.1.0",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "prometheus"
          },
          "editorMode": "code",
          "expr": "sum by (agent_role, environment) (max by (observme_instance_id, agent_role, environment) ((observme_active_agents > 0) and on (observme_instance_id) ((observme_agent_lease_expires_unixtime_seconds > time()) and (observme_agent_lease_expires_unixtime_seconds <= time() + 305)))) or on() vector(0)",
          "instant": true,
          "legendFormat": "{{agent_role}} / {{environment}}",
          "range": false,
          "refId": "A"
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      ],
      "title": "Active agents by role/environment",
      "type": "bargauge"
    },
    {
      "collapsed": false,
      "gridPos": {
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        "w": 24,
        "x": 0,
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      },
      "id": 105,
      "panels": [],
      "title": "Links",
      "type": "row"
    },
    {
      "datasource": null,
      "description": "Operator navigation map. These links intentionally preserve the current Grafana time range.",
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      },
      "id": 23,
      "options": {
        "code": {
          "language": "plaintext",
          "showLineNumbers": false,
          "showMiniMap": false
        },
        "content": "# Drill-down dashboards\n\nUse this overview to decide where to go next, then open the focused dashboard with the same time range:\n\n- [Cost](/d/observme-cost/observme-cost?${__url_time_range}) for spend, burn rate, token mix, and cache context.\n- [Models](/d/observme-models/observme-models?${__url_time_range}) for provider/model request, error, latency, and stop-reason context.\n- [Latency](/d/observme-latency/observme-latency?${__url_time_range}) for percentile trends, volume context, and slow-stage investigation.\n- [Tools](/d/observme-tools/observme-tools?${__url_time_range}) for tool volume, failures, latency, sizes, and offenders.\n- [Agents](/d/observme-agents/observme-agents?${__url_time_range}) for subagent reliability, fan-out, depth, orphan, wait, and join behavior.\n- [Agent Node Graphs](/d/observme-agent-node-graphs/observme-agent-node-graphs?${__url_time_range}) for bounded aggregate topology and health.\n- [Trace Journey](/d/observme-trace-journey/observme-trace-journey?${__url_time_range}) for per-execution metric-to-log-to-trace inspection.\n- [Errors](/d/observme-errors/observme-errors?${__url_time_range}) for error-family pressure and parsed failure context.\n- [Export Health](/d/observme-export-health/observme-export-health?${__url_time_range}) for telemetry liveness, drops, redaction, export failures, and handler health.\n- [SLO Health](/d/observme-slo-health/observme-slo-health?${__url_time_range}) for canonical scorecards, burn rates, and no-workload states.\n- [Logs and LLM I/O](/d/observme-logs-llm/observme-logs-llm?${__url_time_range}) for privacy-safe lifecycle logs and token/size trends.\n- [LLM Conversations](/d/observme-llm-conversations/observme-llm-conversations?${__url_time_range}) for redacted opt-in prompt, response, and thinking timelines.",
        "mode": "markdown"
      },
      "pluginVersion": "11.1.0",
      "title": "Dashboard links",
      "type": "text"
    }
  ],
  "refresh": "30s",
  "schemaVersion": 39,
  "tags": [
    "observme",
    "pi",
    "opentelemetry",
    "overview"
  ],
  "time": {
    "from": "now-6h",
    "to": "now"
  },
  "timezone": "browser",
  "title": "ObservMe Overview",
  "uid": "observme-overview",
  "version": 3,
  "weekStart": ""
}