{
 "about": "Aggregates behind the case study 'I wanted to run my AI agents from my phone'. Historical records, freshly summarized on 2026-10-03; nothing was rerun.",
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   "size": "2560x1440",
   "quality": 75,
   "tile_64_keyframe_ms": 29.151,
   "tile_128_keyframe_ms": 28.297,
   "tile_64_bytes": 1743472,
   "tile_128_bytes": 1310645,
   "fewer_bytes_percent": 24.825577927262376
  },
  {
   "screen": "Code editor",
   "workload": "code_editor",
   "size": "2560x1440",
   "quality": 75,
   "tile_64_keyframe_ms": 31.125,
   "tile_128_keyframe_ms": 29.46,
   "tile_64_bytes": 2302028,
   "tile_128_bytes": 1868660,
   "fewer_bytes_percent": 18.825487787290164
  },
  {
   "screen": "Photo-like test image",
   "workload": "photo_like",
   "size": "2560x1440",
   "quality": 75,
   "tile_64_keyframe_ms": 28.267,
   "tile_128_keyframe_ms": 28.981,
   "tile_64_bytes": 1105382,
   "tile_128_bytes": 673097,
   "fewer_bytes_percent": 39.10729503465771
  }
 ],
 "encoding_method": "Medians of nine runs reported by the benchmark, Ryzen 9 9950X, 2026-09-27. Encoder only.",
 "hermes": {
  "first_day": "2026-05-25",
  "last_day": "2026-08-06",
  "sessions_by_source": [
   {
    "source": "cron",
    "sessions": 1534
   },
   {
    "source": "subagent",
    "sessions": 1073
   },
   {
    "source": "telegram",
    "sessions": 520
   },
   {
    "source": "cli",
    "sessions": 180
   },
   {
    "source": "tui",
    "sessions": 2
   }
  ],
  "model_calls_by_month": {
   "2026-05": 742,
   "2026-06": 4934,
   "2026-07": 37822,
   "2026-08": 19901
  },
  "skills_it_wrote_by_month": {
   "2026-06": 7,
   "2026-07": 93,
   "2026-08": 18
  },
  "edits_to_those_skills": 1072
 },
 "hardware": {
  "chachaclaw": {
   "cpu": "Intel(R) Core(TM) i7-3630QM CPU @ 2.40GHz",
   "logical_cpus": 8,
   "ram_gb": 16
  },
  "workhorse": {
   "cpu": "AMD Ryzen 9 9950X 16-Core Processor",
   "logical_cpus": 32,
   "ram_gb": 64
  }
 },
 "ophio_commits_first_week": 1546,
 "limits": [
  "No productivity or savings measurement.",
  "A message is not a task.",
  "Stop and crash tests are historical lab runs, not a physical phone, and were not rerun.",
  "Encoding covers one part of the pipeline on a machine doing other work.",
  "Delivered means Telegram accepted the answer, not that it was read or that nothing was lost.",
  "Ophio is unfinished; real-phone setup is pending."
 ]
}