{
 "run_id": "20261014-1315-c940",
 "url": "http://127.0.0.1:8152",
 "model": "sentinel",
 "summary": {
  "calls": 9,
  "passed": 9,
  "pass_rate": 1.0,
  "median_seconds": 232.7,
  "median_tool_calls": 4,
  "base_models": [
   "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL"
  ],
  "by_job": {
   "bugfix": "3/3",
   "invoices": "3/3",
   "logs": "3/3"
  },
  "wall_minutes": 40.4,
  "date": "2026-10-14",
  "base_hosts": [],
  "rechecked": 1
 },
 "rows": [
  {
   "job": "bugfix",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/bugfix-a175dd",
   "prompt": "The unit tests in /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/bugfix-a175dd fail. Find the bug, fix the code (do not edit the tests), run the tests with `python3 -m unittest` in that folder until they pass, then reply with one sentence saying what was wrong.",
   "seconds": 435.8,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "The bug was in `median`: for even-length lists it returned the upper-middle element instead of averaging the two middle values, so `median([4, 1, 3, 2])` gave 3 instead of 2.5; I fixed it to average the two middle elements and all 4 tests now pass.",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 5,
   "stopped": "done",
   "tool_calls": [
    "list_dir",
    "read_file",
    "read_file",
    "edit_file",
    "shell"
   ],
   "tool_seconds": 0.1,
   "self_heals": [],
   "prompt_tokens": 59044,
   "completion_tokens": 575,
   "session_id": "71fd656b4495",
   "run": 1
  },
  {
   "job": "invoices",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/invoices-630123",
   "prompt": "In /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/invoices-630123 there is invoices.csv. Write totals.py with a function totals(path) that returns a dict of customer -> total amount (amounts are quoted and can contain thousands separators). Write test_totals.py with unittest that checks it against that file, run `python3 -m unittest` in that folder until it passes, then reply with the grand total of all invoices to two decimals.",
   "seconds": 515.8,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "All 4 tests pass on the first run.\n\n**Done.** Created in `/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/invoices-630123/`:\n- `totals.py` \u2014 `totals(path)` returns `{customer: Decimal total}`, parsing quoted amounts with `Decimal` after stripping thousands separators (avoids float drift).\n- `test_totals.py` \u2014 unittest suite: per-customer totals cross-checked against an independent recompute, known per-customer values, the grand total, and the thousands-separator parser.\n\n`python3 -m unittest` \u2192 **4 tests, OK** (first run).\n\n**Grand total of all invoices: 6140.34**\n\nPer cu",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 7,
   "stopped": "done",
   "tool_calls": [
    "shell",
    "shell",
    "shell",
    "write_file",
    "write_file",
    "shell"
   ],
   "tool_seconds": 0.4,
   "self_heals": [],
   "prompt_tokens": 89643,
   "completion_tokens": 1647,
   "session_id": "429134f476d6",
   "run": 1,
   "original": {
    "ok": false,
    "why": [
     "totals() did not run: when serializing dict item 'Acme'"
    ]
   },
   "rechecked": "Our check for the totals job serialised the model's totals() result as JSON, which crashed when a model returned Decimal values, a correct type for money. The check now converts each total to a number before comparing."
  },
  {
   "job": "logs",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-a0dbd0",
   "prompt": "Analyse /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-a0dbd0/app.log. Write /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-a0dbd0/report.md with a markdown table of every ERROR code and how many times it appears, most frequent first. Then reply with the most frequent code and its count.",
   "seconds": 208.2,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "Report written to `/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-a0dbd0/report.md`.\n\nMost frequent error code: **E101**, count **41**.\n\nFull table:\n\n| Error Code | Count |\n|------------|-------|\n| E101       | 41    |\n| E204       | 27    |\n| E330       | 19    |\n| E412       | 8     |\n| E505       | 3     |",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 4,
   "stopped": "done",
   "tool_calls": [
    "read_file",
    "shell",
    "write_file"
   ],
   "tool_seconds": 0,
   "self_heals": [],
   "prompt_tokens": 48228,
   "completion_tokens": 529,
   "session_id": "8a948d1e290d",
   "run": 1
  },
  {
   "job": "bugfix",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/bugfix-f820c1",
   "prompt": "The unit tests in /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/bugfix-f820c1 fail. Find the bug, fix the code (do not edit the tests), run the tests with `python3 -m unittest` in that folder until they pass, then reply with one sentence saying what was wrong.",
   "seconds": 92.4,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "All 4 tests pass.\n\nThe bug: `median()` returned the upper-middle element (`s[n // 2]`) for even-length lists instead of the average of the two middle values, so `median([4, 1, 3, 2])` gave `3` instead of `2.5` \u2014 fixed by averaging the two central elements when the list length is even.",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 5,
   "stopped": "done",
   "tool_calls": [
    "list_dir",
    "read_file",
    "read_file",
    "edit_file",
    "shell"
   ],
   "tool_seconds": 0.1,
   "self_heals": [],
   "prompt_tokens": 59058,
   "completion_tokens": 589,
   "session_id": "73bdc483bbf6",
   "run": 2
  },
  {
   "job": "invoices",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/invoices-73c00a",
   "prompt": "In /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/invoices-73c00a there is invoices.csv. Write totals.py with a function totals(path) that returns a dict of customer -> total amount (amounts are quoted and can contain thousands separators). Write test_totals.py with unittest that checks it against that file, run `python3 -m unittest` in that folder until it passes, then reply with the grand total of all invoices to two decimals.",
   "seconds": 228.8,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "Done. Wrote `totals.py` (parses CSV, strips thousands separators, sums per customer) and `test_totals.py` (checks each customer's total and the grand total). `python3 -m unittest` passes: 2 tests, OK.\n\nGrand total of all invoices: **6140.34**\n(Acme 1720.50, Borealis 359.75, Cobalt 2060.10, Dune 1999.99)",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 4,
   "stopped": "done",
   "tool_calls": [
    "read_file",
    "write_file",
    "write_file",
    "shell"
   ],
   "tool_seconds": 0.1,
   "self_heals": [],
   "prompt_tokens": 48703,
   "completion_tokens": 723,
   "session_id": "ddcfb8bf5988",
   "run": 2
  },
  {
   "job": "logs",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-711ba8",
   "prompt": "Analyse /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-711ba8/app.log. Write /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-711ba8/report.md with a markdown table of every ERROR code and how many times it appears, most frequent first. Then reply with the most frequent code and its count.",
   "seconds": 233.1,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "Done. Wrote `report.md` next to the log.\n\n**Most frequent error code: E101 \u2014 41 occurrences** (out of 98 ERROR lines; all ERROR lines carry a code).\n\nFull table:\n\n| Code | Count |\n|------|-------|\n| E101 | 41 |\n| E204 | 27 |\n| E330 | 19 |\n| E412 | 8 |\n| E505 | 3 |",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 5,
   "stopped": "done",
   "tool_calls": [
    "read_file",
    "shell",
    "shell",
    "write_file"
   ],
   "tool_seconds": 0,
   "self_heals": [],
   "prompt_tokens": 61007,
   "completion_tokens": 738,
   "session_id": "c7f2310cdd73",
   "run": 2
  },
  {
   "job": "bugfix",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/bugfix-32f433",
   "prompt": "The unit tests in /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/bugfix-32f433 fail. Find the bug, fix the code (do not edit the tests), run the tests with `python3 -m unittest` in that folder until they pass, then reply with one sentence saying what was wrong.",
   "seconds": 224.2,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "All 4 tests pass. The bug: `median` returned only the upper-middle element (`s[n // 2]`) for even-length lists instead of averaging the two middle values, so `median([4,1,3,2])` gave 3 instead of 2.5.",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 6,
   "stopped": "done",
   "tool_calls": [
    "shell",
    "read_file",
    "read_file",
    "shell",
    "edit_file",
    "shell"
   ],
   "tool_seconds": 0.2,
   "self_heals": [],
   "prompt_tokens": 72178,
   "completion_tokens": 704,
   "session_id": "7ff625d9b574",
   "run": 3
  },
  {
   "job": "invoices",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/invoices-4ad96b",
   "prompt": "In /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/invoices-4ad96b there is invoices.csv. Write totals.py with a function totals(path) that returns a dict of customer -> total amount (amounts are quoted and can contain thousands separators). Write test_totals.py with unittest that checks it against that file, run `python3 -m unittest` in that folder until it passes, then reply with the grand total of all invoices to two decimals.",
   "seconds": 251.2,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "All tests pass.\n\n- `totals.py` \u2014 `totals(path)` parses the CSV, strips thousands separators from the quoted amounts, and sums per customer.\n- `test_totals.py` \u2014 unittest checks each customer's total, the customer set, and the grand total.\n- `python3 -m unittest`: 3 tests, OK.\n\nGrand total of all invoices: **6140.34**",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 5,
   "stopped": "done",
   "tool_calls": [
    "read_file",
    "write_file",
    "write_file",
    "shell"
   ],
   "tool_seconds": 0.1,
   "self_heals": [],
   "prompt_tokens": 61332,
   "completion_tokens": 901,
   "session_id": "4075c06aef09",
   "run": 3
  },
  {
   "job": "logs",
   "folder": "/var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-61ed5f",
   "prompt": "Analyse /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-61ed5f/app.log. Write /var/folders/9r/jkq__6250y7dtxthqqmtxj6m0000gn/T/model-proof-mfbnc3p4/logs-61ed5f/report.md with a markdown table of every ERROR code and how many times it appears, most frequent first. Then reply with the most frequent code and its count.",
   "seconds": 232.7,
   "http": 200,
   "ok": true,
   "why": [],
   "answer": "Done. Report written to `report.md` next to the log.\n\nMost frequent code: **E101** with **41** occurrences (out of 98 total ERROR lines in the 318-line log). Full table: E101 41, E204 27, E330 19, E412 8, E505 3.",
   "base_model": "Huihui-Qwen3.8-27B-abliterated:UD-Q4_K_XL",
   "steps": 5,
   "stopped": "done",
   "tool_calls": [
    "read_file",
    "shell",
    "shell",
    "write_file"
   ],
   "tool_seconds": 0,
   "self_heals": [],
   "prompt_tokens": 61252,
   "completion_tokens": 674,
   "session_id": "85d3f98e1839",
   "run": 3
  }
 ]
}