{
  "computed_at": "2026-10-30T01:16:48.735786+00:00",
  "commit": "9172f42",
  "db": "/tmp/cassum-web-9b4hmjs0/demo.db",
  "phases": [
    {
      "phase": "learn",
      "argv": "python tools/session.py --db /tmp/cassum-web-9b4hmjs0/demo.db --phase learn",
      "exit": 0,
      "stdout": "[cassum] 2026-10-30T01:16:48.533446+00:00 | commit 9172f42 | pid 758731 | phase=learn\nmemory: /tmp/cassum-web-9b4hmjs0/demo.db\n\nspending against sim.default_fleet(). every row below is one paid call:\n    #  bought         ok     usdc  reason\n  ----------------------------------------------------------------------------\n    1  hollow-cheap   NO    0.003  hollow-cheap at 0.003/call (untried, 0 prior)\n    2  mid            yes   0.004  mid at 0.004/call (untried, 0 prior)\n    3  steady-dear    yes   0.005  steady-dear at 0.005/call (untried, 0 prior)\n    4  hollow-cheap   NO    0.003  hollow-cheap at 0.003/call (learning, 1 prior)\n    5  hollow-cheap   NO    0.003  hollow-cheap at 0.003/call (learning, 2 prior)\n    6  mid            NO    0.004  mid at 0.004/call (learning, 1 prior)\n    7  mid            yes   0.004  mid at 0.004/call (learning, 2 prior)\n    8  steady-dear    yes   0.005  steady-dear at 0.005/call (learning, 1 prior)\n    9  steady-dear    yes   0.005  steady-dear at 0.005/call (learning, 2 prior)\n  ----------------------------------------------------------------------------\n  stopped after 9 buys: hollow-cheap is CONDEMNED and the standing\n  choice is TRUSTED, i.e. picked on measured cost per payload, not on price.\n  5 delivered for 0.036 USDC\n\nprovider records this process WROTE to memory:\n  provider       verdict    calls  empty  empty_rate  usdc_spent\n  --------------------------------------------------------------\n  hollow-cheap   condemned      3      3      1.0000     0.00900\n  mid            trusted        3      1      0.3333     0.01200\n  steady-dear    trusted        3      0      0.0000     0.01500\n\npurchases-this-process: 9\npurchases-in-memory: 9\n\nnone of that is in RAM any more. it is in /tmp/cassum-web-9b4hmjs0/demo.db. run --phase recall.\n",
      "stderr": ""
    },
    {
      "phase": "recall",
      "argv": "python tools/session.py --db /tmp/cassum-web-9b4hmjs0/demo.db --phase recall",
      "exit": 0,
      "stdout": "[cassum] 2026-10-30T01:16:48.693533+00:00 | commit 9172f42 | pid 758734 | phase=recall\nmemory: /tmp/cassum-web-9b4hmjs0/demo.db\n\nprovider records INHERITED from memory, written by another process:\n  provider       verdict    calls  empty  empty_rate  usdc_spent\n  --------------------------------------------------------------\n  hollow-cheap   condemned      3      3      1.0000     0.00900\n  mid            trusted        3      1      0.3333     0.01200\n  steady-dear    trusted        3      0      0.0000     0.01500\n\npurchases-in-memory-on-entry: 9\n\nwhat this process computes from those records, having bought nothing:\n  provider       verdict     price/call  empty_rate  USDC/payload\n  ---------------------------------------------------------------\n  (source)       memory            code      memory       derived\n  hollow-cheap   condemned        0.003      1.0000      EXCLUDED\n  mid            trusted          0.004      0.3333       0.00600\n  steady-dear    trusted          0.005      0.0000       0.00500\n\nCHOICE: steady-dear\nWHY: steady-dear at 0.005/call, 0.00500/payload (trusted)\n     steady-dear is not the cheapest sticker price. hollow-cheap is, and it is\n     excluded because memory recorded what it actually delivered. This process\n     made no calls of its own; the empty rates above were measured elsewhere.\n\npurchases-this-process: 0\npurchases-in-memory-on-exit: 9  (unchanged)\n",
      "stderr": ""
    }
  ]
}