{
  "schema": "chat-agent.resources.v1",
  "source": "VictoriaMetrics on existing corporate network",
  "revision": "2fde34101e26fac4771a2f99e3f1b3a7de8125e3",
  "units": {
    "memory": "working_set_bytes",
    "cpu": "cores_rate_60s"
  },
  "step_seconds": 15,
  "limitations": [
    "Windows include idle observation time; not a matched active-load CPU comparison.",
    "Only owned stack containers; external voice/H100/Ollama excluded.",
    "Sum of per-service maxima is an upper bound, not simultaneous peak."
  ],
  "critical_columns": [
    "service",
    "memory_mean_bytes",
    "memory_max_bytes",
    "cpu_mean_cores",
    "cpu_max_cores"
  ],
  "windows": [
    {
      "label": "ordinary",
      "start": 1791260410,
      "end": 1791260490,
      "service_count": 15,
      "samples_per_series": 6,
      "mean_memory_sum_bytes": 700302677.3333333,
      "mean_cpu_sum_cores": 0.12222009907407418,
      "critical": [
        [
          "audio_nats",
          25957034.666666668,
          26955776,
          0.005067075,
          0.008020433333333332
        ],
        [
          "audio_ws_ingress",
          51194538.666666664,
          51195904,
          0.043966144444444445,
          0.05292055000000004
        ],
        [
          "src_core",
          68212053.33333333,
          68263936,
          0.00197674444444444,
          0.0034232
        ],
        [
          "src_llm",
          124147029.33333333,
          124289024,
          0.0027760194444444407,
          0.007049133333333331
        ],
        [
          "webrtc_ingress",
          60380501.333333336,
          60383232,
          0.04631798055555554,
          0.05392165000000002
        ]
      ]
    },
    {
      "label": "cases",
      "start": 1791260600,
      "end": 1791261060,
      "service_count": 15,
      "samples_per_series": 31,
      "mean_memory_sum_bytes": 671066178.0645162,
      "mean_cpu_sum_cores": 0.11588349086021496,
      "critical": [
        [
          "audio_nats",
          22284882.580645163,
          25448448,
          0.0034635059139784944,
          0.008290216666666664
        ],
        [
          "audio_ws_ingress",
          51202510.451612905,
          51216384,
          0.04449108010752688,
          0.06491183333333339
        ],
        [
          "src_core",
          68949817.80645162,
          69169152,
          0.0028307306451612908,
          0.012062633333333335
        ],
        [
          "src_llm",
          96079079.22580644,
          96579584,
          0.0019587698924731184,
          0.004108016666666655
        ],
        [
          "webrtc_ingress",
          61647310.451612905,
          74723328,
          0.04479533010752688,
          0.0650033333333333
        ]
      ]
    },
    {
      "label": "rtc_audio",
      "start": 1791261060,
      "end": 1791261760,
      "service_count": 15,
      "samples_per_series": 47,
      "mean_memory_sum_bytes": 691465107.0638297,
      "mean_cpu_sum_cores": 0.322452160283688,
      "critical": [
        [
          "audio_nats",
          35957912.5106383,
          53006336,
          0.04116486914893617,
          0.11783225
        ],
        [
          "audio_ws_ingress",
          51248454.80851064,
          51269632,
          0.046316666666666666,
          0.06843865
        ],
        [
          "src_core",
          69169413.44680852,
          69296128,
          0.0035524304964539,
          0.008568983333333335
        ],
        [
          "src_llm",
          95842739.74468085,
          95977472,
          0.002306499290780143,
          0.0059784
        ],
        [
          "webrtc_ingress",
          65605196.25531915,
          75108352,
          0.20634089361702126,
          0.5546420333333333
        ]
      ]
    },
    {
      "label": "wss_audio",
      "start": 1791262360,
      "end": 1791262440,
      "service_count": 15,
      "samples_per_series": 6,
      "mean_memory_sum_bytes": 716683946.6666666,
      "mean_cpu_sum_cores": 0.1645304777777783,
      "critical": [
        [
          "audio_nats",
          44192426.666666664,
          52342784,
          0.02137703055555558,
          0.04160676666666679
        ],
        [
          "audio_ws_ingress",
          58968746.666666664,
          61325312,
          0.07342978611111117,
          0.1727844166666666
        ],
        [
          "src_core",
          70142634.66666667,
          70184960,
          0.00294588888888889,
          0.005898683333333329
        ],
        [
          "src_llm",
          95952896,
          95952896,
          0.0019026,
          0.0036805499999999825
        ],
        [
          "webrtc_ingress",
          73095850.66666667,
          73097216,
          0.04607062500000004,
          0.05940835000000012
        ]
      ]
    }
  ],
  "drain": {
    "draining": false,
    "voice_busy": 0,
    "chat_requests": 0,
    "audio_connections": 0
  },
  "audio_flush": {
    "columns": [
      "window",
      "job",
      "kind",
      "mean_per_s",
      "max_per_s"
    ],
    "rows": [
      [
        "rtc",
        "web-rtc-komaroff_webrtc_ingress",
        "periodic",
        2.423835226919951,
        3.997401688902213
      ],
      [
        "rtc",
        "web-rtc-komaroff_webrtc_ingress",
        "terminal",
        0.016190343023161413,
        0.04996169603304133
      ],
      [
        "wss",
        "web-rtc-komaroff_audio_ws_ingress",
        "periodic",
        1.5489491393086299,
        3.1978680879413726
      ],
      [
        "wss",
        "web-rtc-komaroff_audio_ws_ingress",
        "terminal",
        0.0222071398772936,
        0.049966688874083946
      ]
    ]
  }
}