Telemetry Comparison: Dashboard vs Standalone

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{
  "id": "166ec7c3-ec32-4dc8-bd8f-e55f790f3fb8",
  "type": "general",
  "status": "completed",
  "title": "Telemetry Comparison: Dashboard vs Standalone",
  "description": "Apples-to-apples comparison of the same prompts run through dashboard console vs standalone ./claude CLI",
  "context": {
    "output": "<div style=\"background:#1e1e1e;color:#e0e0e0;padding:20px;border-radius:8px;font-family:'Consolas','Monaco',monospace;\"><h2 style=\"font-family:sans-serif;color:#fff;margin:0 0 16px 0;\">Telemetry Comparison Results</h2><p style=\"color:#9ca3af;margin:0 0 16px 0;\">Same 3 test prompts run through both pathways for apples-to-apples comparison</p><h3 style=\"color:#61afef;margin:16px 0 8px 0;\">TTFE (Time To First Event)</h3><div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\"><table style=\"width:100%;border-collapse:collapse;\"><tr style=\"border-bottom:1px solid #444;\"><th style=\"text-align:left;padding:8px;color:#98c379;\">Source</th><th style=\"text-align:right;padding:8px;color:#98c379;\">Avg TTFE</th></tr><tr><td style=\"padding:8px;\">Standalone (./claude)</td><td style=\"text-align:right;padding:8px;color:#e5c07b;\">6,317ms</td></tr><tr><td style=\"padding:8px;\">Dashboard (konsole)</td><td style=\"text-align:right;padding:8px;color:#98c379;font-weight:bold;\">2,927ms</td></tr><tr style=\"background:#2d4a2d;\"><td style=\"padding:8px;font-weight:bold;\">Improvement</td><td style=\"text-align:right;padding:8px;color:#98c379;font-weight:bold;\">-3,390ms (46% faster)</td></tr></table></div><h3 style=\"color:#61afef;margin:16px 0 8px 0;\">Why Dashboard TTFE is Faster</h3><div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\"><ul style=\"margin:0;padding-left:20px;line-height:1.8;\"><li><span style=\"color:#98c379;\">Warm session</span> - konsole maintains a persistent Claude process</li><li><span style=\"color:#e5c07b;\">No cold start</span> - standalone pays ~3-4s spawn penalty each time</li><li><span style=\"color:#c678dd;\">Session reuse</span> - context already loaded in memory</li></ul></div><h3 style=\"color:#61afef;margin:16px 0 8px 0;\">Work Time Difference</h3><div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\"><table style=\"width:100%;border-collapse:collapse;\"><tr style=\"border-bottom:1px solid #444;\"><th style=\"text-align:left;padding:8px;color:#98c379;\">Source</th><th style=\"text-align:right;padding:8px;color:#98c379;\">Avg Work Time</th></tr><tr><td style=\"padding:8px;\">Standalone</td><td style=\"text-align:right;padding:8px;\">841ms</td></tr><tr><td style=\"padding:8px;\">Dashboard</td><td style=\"text-align:right;padding:8px;color:#e5c07b;\">16,064ms</td></tr></table><p style=\"color:#9ca3af;margin:12px 0 0 0;font-size:0.9rem;\">Dashboard work time is longer because prompts are wrapped with dashboard context (kontask instructions, user info, etc.) causing more verbose responses.</p></div><h3 style=\"color:#61afef;margin:16px 0 8px 0;\">Raw Data</h3><div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\"><pre style=\"margin:0;font-size:0.85rem;color:#e0e0e0;\">STANDALONE (3 prompts):\n  What is 2+2?     TTFE: 6336ms  Work:  876ms  Total:  7212ms\n  List 3 colors    TTFE: 5850ms  Work:  986ms  Total:  6836ms\n  TypeScript...    TTFE: 6764ms  Work:  662ms  Total:  7426ms\n\nDASHBOARD (3 prompts):\n  What is 2+2?     TTFE: 3191ms  Work: 16176ms  Total: 19368ms\n  List 3 colors    TTFE: 2940ms  Work: 16619ms  Total: 19560ms\n  TypeScript...    TTFE: 2649ms  Work: 15398ms  Total: 18047ms</pre></div><div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-top:16px;\"><h4 style=\"margin:0 0 8px 0;color:#fff;\">What's Next?</h4><p style=\"color:#9ca3af;margin:0;\">Choose an action:</p></div></div>",
    "choices": [
      {
        "label": "Run more tests",
        "value": "Run telemetry-dashboard and telemetry-baseline scripts again with --count 5 for more samples",
        "primary": true
      },
      {
        "label": "View dashboard",
        "value": "Open https://konui.konnect.technology/telemetry in the browser"
      },
      {
        "label": "Optimize work time",
        "value": "Investigate why dashboard work time is so much longer - can we reduce the prompt wrapper overhead?"
      }
    ]
  },
  "createdBy": "claude",
  "createdAt": "2026-01-03T08:29:04.892Z",
  "updatedAt": "2026-01-03T08:29:05.055Z",
  "scope": "vibetools",
  "tags": [
    "telemetry",
    "performance",
    "console"
  ],
  "targetUser": "claude"
}