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  "editable": true,
  "graphTooltip": 1,
  "refresh": "5m",
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  "time": {
    "from": "now-7d",
    "to": "now"
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  "title": "بات — Observability خط لوله",
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  "panels": [
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      "type": "stat",
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      "type": "stat",
      "title": "p95 تأخیر Jev (ms)",
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      "datasource": {
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      "type": "stat",
      "title": "ثبت نهایی پیش‌نویس",
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      "datasource": {
        "type": "postgres",
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        "w": 4,
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      "type": "stat",
      "title": "رخداد این ماه (گارد آرشیو ۱۰۰k)",
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      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
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      "gridPos": {
        "h": 4,
        "w": 4,
        "x": 20,
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      "targets": [
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          "rawSql": "SELECT count(*) AS value FROM bot_trace_events WHERE created_at >= date_trunc('month', now())"
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      ],
      "fieldConfig": {
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          "thresholds": {
            "steps": [
              {
                "color": "green",
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                "color": "orange",
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                "color": "red",
                "value": 100000
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          }
        },
        "overrides": []
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      "type": "row",
      "title": "حجم و تأخیر",
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        "h": 1,
        "w": 24,
        "x": 0,
        "y": 5
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      "id": 101
    },
    {
      "type": "timeseries",
      "title": "رخداد در روز (ترافیک واقعی)",
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      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
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        "h": 8,
        "w": 12,
        "x": 0,
        "y": 6
      },
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      "fieldConfig": {
        "defaults": {
          "custom": {
            "drawStyle": "bars",
            "fillOpacity": 60,
            "lineWidth": 1
          }
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        "overrides": []
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    {
      "type": "timeseries",
      "title": "تأخیر p50/p95 به تفکیک مرحله",
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      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
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        "h": 8,
        "w": 12,
        "x": 12,
        "y": 6
      },
      "targets": [
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          "refId": "A",
          "format": "time_series",
          "rawSql": "SELECT $__timeGroupAlias(e.created_at,'1h'), round(percentile_cont(0.5) WITHIN GROUP (ORDER BY e.latency_ms)) AS p50, round(percentile_cont(0.95) WITHIN GROUP (ORDER BY e.latency_ms)) AS p95, e.stage AS metric FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage IN ('jev.result','nlu.result','stt.result','audio.enhance.result','matching.arbitration.result') AND e.latency_ms IS NOT NULL AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1, e.stage ORDER BY 1"
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        "overrides": []
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    {
      "type": "row",
      "title": "تطبیق موجودیت (Jev + داور DeepSeek)",
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        "h": 1,
        "w": 24,
        "x": 0,
        "y": 14
      },
      "id": 102
    },
    {
      "type": "piechart",
      "title": "وضعیت نهایی mentionها (exact/ambiguity/new)",
      "id": 20,
      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
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      "gridPos": {
        "h": 8,
        "w": 8,
        "x": 0,
        "y": 15
      },
      "targets": [
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          "refId": "A",
          "format": "table",
          "rawSql": "SELECT 'exact' AS metric, sum(coalesce((e.payload->'statuses'->>'exact')::int,0)) AS value FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage IN ('matching.arbitration.result','matching.fallback.result') AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) UNION ALL SELECT 'ambiguity', sum(coalesce((e.payload->'statuses'->>'ambiguity')::int,0)) FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage IN ('matching.arbitration.result','matching.fallback.result') AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) UNION ALL SELECT 'new', sum(coalesce((e.payload->'statuses'->>'new')::int,0)) FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage IN ('matching.arbitration.result','matching.fallback.result') AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) UNION ALL SELECT m->>'status', count(*) FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id, jsonb_array_elements(e.payload->'mentions') m WHERE e.stage='routing.decision' AND e.payload->>'source'='jev' AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1"
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      ],
      "fieldConfig": {
        "defaults": {},
        "overrides": []
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      "options": {
        "pieType": "donut",
        "legend": {
          "displayMode": "table",
          "placement": "right"
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    {
      "type": "table",
      "title": "اقدامات داور DeepSeek روی پیشنهاد Jev",
      "id": 21,
      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
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      "gridPos": {
        "h": 8,
        "w": 8,
        "x": 8,
        "y": 15
      },
      "targets": [
        {
          "refId": "A",
          "format": "table",
          "rawSql": "SELECT coalesce(e.payload->'actions'->>'endorsed_jev','0')::int AS \"تأیید Jev\", coalesce(e.payload->'actions'->>'vetoed_to_new','0')::int AS \"وتو → جدید\", coalesce(e.payload->'actions'->>'demoted_to_ambiguity','0')::int AS \"تنزل → ابهام\", coalesce(e.payload->'actions'->>'other','0')::int AS \"سایر\", count(*) OVER () AS \"فراخوانی‌ها\" FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage='matching.arbitration.result' AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at)"
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        "overrides": []
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    },
    {
      "type": "timeseries",
      "title": "توکن مصرفی در زمان (ورودی/خروجی)",
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      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
      },
      "gridPos": {
        "h": 8,
        "w": 8,
        "x": 16,
        "y": 15
      },
      "targets": [
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          "refId": "A",
          "format": "time_series",
          "rawSql": "SELECT $__timeGroupAlias(e.created_at,'1d'), sum(coalesce((e.payload->'usage'->>'input_tokens')::bigint,0)) AS input, sum(coalesce((e.payload->'usage'->>'output_tokens')::bigint,0)) AS output FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage IN ('jev.result','matching.arbitration.result','matching.fallback.result') AND e.payload->'usage' IS NOT NULL AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1 ORDER BY 1"
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            "drawStyle": "bars",
            "fillOpacity": 50
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        "overrides": []
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    {
      "type": "table",
      "title": "نسخه مدل Jev دیده‌شده (پین: jev-1.13.0)",
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      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
      },
      "gridPos": {
        "h": 6,
        "w": 8,
        "x": 0,
        "y": 23
      },
      "targets": [
        {
          "refId": "A",
          "format": "table",
          "rawSql": "SELECT coalesce(e.model,'?') AS \"مدل\", count(*) AS \"تعداد\", max(e.created_at)::text AS \"آخرین بار\" FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage='jev.result' AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1 ORDER BY 2 DESC"
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    {
      "type": "timeseries",
      "title": "فراخوانی مراحل تطبیق (Jev/داور/فالبک)",
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      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
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      "gridPos": {
        "h": 6,
        "w": 8,
        "x": 8,
        "y": 23
      },
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          "refId": "A",
          "format": "time_series",
          "rawSql": "SELECT $__timeGroupAlias(e.created_at,'1d'), count(*) AS value, e.stage AS metric FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage IN ('jev.request','matching.arbitration.result','matching.fallback.result') AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1, e.stage ORDER BY 1"
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      "fieldConfig": {
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            "stacking": {
              "mode": "normal"
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        "overrides": []
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    {
      "type": "stat",
      "title": "حجم Observability (گارد آرشیو ۵GB)",
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      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
      },
      "gridPos": {
        "h": 6,
        "w": 8,
        "x": 16,
        "y": 23
      },
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          "refId": "A",
          "format": "table",
          "rawSql": "SELECT (pg_total_relation_size('bot_trace_events') + pg_total_relation_size('bot_traces')) AS value"
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      ],
      "fieldConfig": {
        "defaults": {
          "unit": "bytes",
          "color": {
            "mode": "thresholds"
          },
          "thresholds": {
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "orange",
                "value": 3000000000
              },
              {
                "color": "red",
                "value": 5000000000
              }
            ]
          }
        },
        "overrides": []
      }
    },
    {
      "type": "row",
      "title": "کیفیت و ورودی",
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 29
      },
      "id": 103
    },
    {
      "type": "table",
      "title": "انتخاب کاربر (A/B واقعی)",
      "id": 30,
      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
      },
      "gridPos": {
        "h": 8,
        "w": 8,
        "x": 0,
        "y": 30
      },
      "targets": [
        {
          "refId": "A",
          "format": "table",
          "rawSql": "SELECT payload->>'action' AS \"اقدام\", coalesce(payload->>'arg','-') AS \"آرگومان\", count(*) AS \"تعداد\" FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage='ambiguity.user_choice' AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1,2 UNION ALL SELECT CASE WHEN (payload->>'idx')::int = 0 THEN 'انتخاب: گزینه اول (پیشنهاد مدل)' ELSE 'انتخاب: گزینه غیراول' END, '-', count(*) FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage='user_choice.pick' AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1"
        }
      ]
    },
    {
      "type": "table",
      "title": "سلامت STT به تفکیک پرووایدر",
      "id": 31,
      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
      },
      "gridPos": {
        "h": 8,
        "w": 8,
        "x": 8,
        "y": 30
      },
      "targets": [
        {
          "refId": "A",
          "format": "table",
          "rawSql": "SELECT coalesce(e.payload->>'provider','?') AS \"پرووایدر\", count(*) FILTER (WHERE e.ok) AS \"موفق\", count(*) AS \"کل\", round(100.0*count(*) FILTER (WHERE e.ok)/greatest(count(*),1),1)::text || '%' AS \"نرخ موفقیت\", coalesce(round(percentile_cont(0.5) WITHIN GROUP (ORDER BY e.latency_ms))::text,'—') AS \"p50 (ms)\" FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage='stt.result' AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1 ORDER BY 2 DESC"
        }
      ]
    },
    {
      "type": "timeseries",
      "title": "پیش‌پردازش صدا (audio.enhance)",
      "id": 32,
      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
      },
      "gridPos": {
        "h": 8,
        "w": 8,
        "x": 16,
        "y": 30
      },
      "targets": [
        {
          "refId": "A",
          "format": "time_series",
          "rawSql": "SELECT $__timeGroupAlias(e.created_at,'1d'), count(*) FILTER (WHERE e.ok) AS value, 'موفق' AS metric FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage='audio.enhance.result' AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1 UNION ALL SELECT $__timeGroupAlias(e.created_at,'1d'), count(*) FILTER (WHERE NOT e.ok), 'ناموفق (بازگشت به صدای خام)' FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage='audio.enhance.result' AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "custom": {
            "drawStyle": "bars",
            "fillOpacity": 50,
            "stacking": {
              "mode": "normal"
            }
          }
        },
        "overrides": []
      }
    },
    {
      "type": "table",
      "title": "چرخه‌ی پیش‌نویس",
      "id": 33,
      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
      },
      "gridPos": {
        "h": 5,
        "w": 24,
        "x": 0,
        "y": 38
      },
      "targets": [
        {
          "refId": "A",
          "format": "table",
          "rawSql": "SELECT e.stage AS \"مرحله\", count(*) AS \"تعداد\" FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE e.stage IN ('draft.render','draft.commit','draft.cancel','ambiguity.sent') AND coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) GROUP BY 1 ORDER BY 2 DESC"
        }
      ]
    },
    {
      "type": "row",
      "title": "کارکرد مدل‌ها",
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 45
      },
      "id": 110
    },
    {
      "type": "table",
      "title": "رکورد عملکرد مدل‌ها (فراخوانی/موفق/p95/توکن)",
      "id": 111,
      "datasource": {
        "type": "postgres",
        "uid": "bot-postgres"
      },
      "gridPos": {
        "h": 9,
        "w": 24,
        "x": 0,
        "y": 46
      },
      "targets": [
        {
          "refId": "A",
          "format": "table",
          "rawSql": "SELECT 'Jev (تطبیق)' AS metric, count(*)::int AS value0, count(*) FILTER (WHERE e.ok)::int AS ok, coalesce(round(percentile_cont(0.95) WITHIN GROUP (ORDER BY coalesce(e.latency_ms, nullif(e.payload->>'latency_ms','')::int))),0)::int AS p95, coalesce(sum((e.payload->'usage'->>'input_tokens')::bigint),0)::bigint AS tin, coalesce(sum((e.payload->'usage'->>'output_tokens')::bigint),0)::bigint AS tout FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) AND e.stage = 'jev.result' UNION ALL SELECT 'داور DeepSeek' AS metric, count(*)::int AS value0, count(*) FILTER (WHERE e.ok)::int AS ok, coalesce(round(percentile_cont(0.95) WITHIN GROUP (ORDER BY coalesce(e.latency_ms, nullif(e.payload->>'latency_ms','')::int))),0)::int AS p95, coalesce(sum((e.payload->'usage'->>'input_tokens')::bigint),0)::bigint AS tin, coalesce(sum((e.payload->'usage'->>'output_tokens')::bigint),0)::bigint AS tout FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) AND e.stage = 'matching.arbitration.result' UNION ALL SELECT 'فالبک DeepSeek' AS metric, count(*)::int AS value0, count(*) FILTER (WHERE e.ok)::int AS ok, coalesce(round(percentile_cont(0.95) WITHIN GROUP (ORDER BY coalesce(e.latency_ms, nullif(e.payload->>'latency_ms','')::int))),0)::int AS p95, coalesce(sum((e.payload->'usage'->>'input_tokens')::bigint),0)::bigint AS tin, coalesce(sum((e.payload->'usage'->>'output_tokens')::bigint),0)::bigint AS tout FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) AND e.stage = 'matching.fallback.result' UNION ALL SELECT 'NLU (DeepSeek)' AS metric, count(*)::int AS value0, count(*) FILTER (WHERE e.ok)::int AS ok, coalesce(round(percentile_cont(0.95) WITHIN GROUP (ORDER BY coalesce(e.latency_ms, nullif(e.payload->>'latency_ms','')::int))),0)::int AS p95, coalesce(sum((e.payload->'usage'->>'input_tokens')::bigint),0)::bigint AS tin, coalesce(sum((e.payload->'usage'->>'output_tokens')::bigint),0)::bigint AS tout FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) AND e.stage = 'nlu.result' UNION ALL SELECT 'پیش‌پردازش صدا' AS metric, count(*)::int AS value0, count(*) FILTER (WHERE e.ok)::int AS ok, coalesce(round(percentile_cont(0.95) WITHIN GROUP (ORDER BY coalesce(e.latency_ms, nullif(e.payload->>'latency_ms','')::int))),0)::int AS p95, coalesce(sum((e.payload->'usage'->>'input_tokens')::bigint),0)::bigint AS tin, coalesce(sum((e.payload->'usage'->>'output_tokens')::bigint),0)::bigint AS tout FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) AND e.stage = 'audio.enhance.result' UNION ALL SELECT coalesce(e.model, e.payload->>'provider','stt') || ' (STT)' AS metric, count(*)::int, count(*) FILTER (WHERE e.ok)::int, coalesce(round(percentile_cont(0.95) WITHIN GROUP (ORDER BY coalesce(e.latency_ms, nullif(e.payload->>'latency_ms','')::int))),0)::int, 0::bigint, 0::bigint FROM bot_trace_events e JOIN bot_traces t ON e.trace_id=t.id WHERE coalesce(t.source,'bale') NOT IN ('calibration','demo') AND $__timeFilter(e.created_at) AND e.stage='stt.result' GROUP BY 1 ORDER BY 2 DESC"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "custom": {
            "align": "auto"
          }
        },
        "overrides": []
      }
    }
  ],
  "templating": {
    "list": []
  }
}