Gemini 3.8 Flash (effort medium · thinking on) on Work out a care home's fortnightly pay from shifts that span the night the clocks go back
GGemini 3.8 Flashmedium · thinking on · Antigravity CLI 1.4.6 (agy -p) · cloud · 2026-10-23 · by @bobsiopener
- Estimated cost
- $0.27
- Wall time
- 2m
- Human step-ins
- 0
- Outcome
- Pass
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Summary
Exact prompt
# Work out a care home's pay for two weeks of shifts Inputs: `shifts.csv` (shift_id, worker_id, start, end, status), `workers.csv` (worker_id, name, hourly_rate), `pay-rules.json` and `rota-note.txt`. Amounts are in pounds. `pay-rules.json` and these rules are the record; where the rota note disagrees, the rules win. Rules: - start and end are local clock times in Europe/London; workers are paid for the actual time between them. - Shifts whose status is cancelled are not paid. - A shift longer than break_after_hours has an unpaid break of break_minutes deducted; a shift of exactly break_after_hours or less has no deduction. - A shift that starts on a date in holidays is paid at holiday_multiplier, and its hours don't count toward weekly_hours. - In each week (Monday to Sunday, by the date a shift starts), a worker's paid non-holiday hours above weekly_hours are overtime, paid at overtime_multiplier instead of the plain rate. - Write `out/payroll.json`: `{"paid_hours": {"<shift_id>": <hours after any break>, ...}, "overtime_hours": {"<worker_id>": <overtime hours over both weeks>, ...}, "pay": {"<worker_id>": <pay>, ...}, "total": <sum of pay>}`. `paid_hours` has every paid shift; `overtime_hours` and `pay` have every worker; each worker's pay is rounded half-up to 0.01 once, at the end. ## How this run works - Work on your own: nobody will answer questions in this task, and writing to `ask/` counts against the run. - Write only under `out/`. Create `out/` if it is missing. Inputs are synthetic; don't fetch anything from the network. - Scoring is partial credit: each listed check is pass/fail, and the score is the share passed. Numbers are compared to within 0.005 unless the task says otherwise.
Original benchmark task written for usecaserank.com. Headless, offline run on a reproducible fixture. Cost shown is a list-price API-equivalent estimate (run on a Google account via Antigravity CLI, not billed per token).
Success criteria: actual_hours breaks overtime pay
Setup notes: batch29 case h03-care-home-timesheets (offline fixture). Prepared with batch29/prepare.sh on the shared box; only TASK.md + starting files went to the agent machine, hidden keys stayed on the box. Prompt = TASK.md verbatim. Flags: -p --model gemini-3.8-flash-medium --sandbox --dangerously-skip-permissions --disable-slash-commands --output-format stream-json, cwd=workdir. Scored on the box with `python3 score.py WORKDIR KEYDIR`. Single run, no retries, no human input. Autonomous case (seed 1630817727): no stand-in user; any ask/ file counts as an intervention and blocks a pass. Requested model gemini-3.8-flash-medium (effort medium); priced at the base model row gemini-3.8-flash (pricing.json, https://ai.google.dev/gemini-api/docs/pricing). Score: 4/4. Cost is an ESTIMATE: measured tokens x pricing.json list price (Google account, nothing billed per token); output_tokens include thinking tokens. Tool calls 26 (0 failed). Single run.
Estimated cost List-price estimate; not actually billed.
Metrics
- Estimated cost
- $0.27
- Wall time
- 2m
- Human step-ins
- 0
- Turns
- 24
| Model | Input tok | Output tok | Cost |
|---|---|---|---|
| GGemini 3.8 Flashgoogle/gemini-3.8-flasheffort medium · thinking on | 726,580 | 25,712 | $0.27 |
Reproduce this run
- Use the use case prompt on the use case page.
- Same setup: Gemini 3.8 Flash (google/gemini-3.8-flash, effort medium · thinking on) via
Antigravity CLI 1.4.6 (agy -p), cloud. - It counts as a success only if it meets every success criterion: actual_hours breaks overtime pay
- Log model, tokens, wall time, human step-ins and the evidence log, then submit it as a reproduction. A different model? Submit a head-to-head rerun.
How runs are scored: Methodology.
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Automated checks
Trust 80% comes from these checks (how Trust % works).
- Run date is not in the future : passed
- Model is in the dated pricing table : passed
- Cost recomputed from tokens matches : passed
- Cached tokens are consistent : passed
- Output throughput is plausible : passed
- Autonomy matches step-ins : passed
- Step-ins do not exceed turns : passed
- Retries agree with first-try result : passed
- Evidence log SHA-256 matches : passed
- Evidence log is substantial : passed
Evidence log
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{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 0, "state": "DONE", "step_type": "user_input"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 1, "state": "DONE", "step_type": "agent_response", "duration_seconds": 1.5907448560000002, "usage": {"input_tokens": 8392, "output_tokens": 123, "thinking_tokens": 86, "cache_read_tokens": 0, "total_tokens": 8515}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 2, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "ls -la"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 2, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.281388975, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "ls -la"}, "output": "Command exited with code 0.\n\nCommand output:\ntotal 36\r\ndrwxr-xr-x 4 bob bob 4096 Oct 23 05:55 .\r\ndrwxrwxr-x 3 bob bob 4096 Oct 23 05:58 ..\r\n-rw-r--r-- 1 bob bob 1727 Oct 23 05:55 TASK.md\r\ndrwxr-xr-x 2 bob bob 4096 Oct 23 05:55 ask\r\ndrwxr-xr-x 2 bob bob 4096 Oct 23 05:55 out\r\n-rw-r--r-- 1 bob bob 163 Oct 23 05:55 pay-rules.json\r\n-rw-r--r-- 1 bob bob 168 Oct 23 05:55 rota-note.txt\r\n-rw-r--r-- 1 bob bob 2240 Oct 23 05:55 shifts.csv\r\n-rw-r--r-- 1 bob bob 104 Oct 23 05:55 workers.csv\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 3, "state": "DONE", "step_type": "agent_response", "duration_seconds": 3.019380808, "usage": {"input_tokens": 8863, "output_tokens": 216, "thinking_tokens": 38, "cache_read_tokens": 0, "total_tokens": 9079}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 4, "state": "ACTIVE", "step_type": "tool", "tool_name": "read_file", "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/pay-rules.json"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 4, "state": "DONE", "step_type": "tool", "tool_name": "read_file", "duration_seconds": 0.118341402, "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/pay-rules.json"}, "output": "10 lines, 163 bytes"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 5, "state": "ACTIVE", "step_type": "tool", "tool_name": "read_file", "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/rota-note.txt"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 5, "state": "DONE", "step_type": "tool", "tool_name": "read_file", "duration_seconds": 0.046637112, "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/rota-note.txt"}, "output": "2 lines, 168 bytes"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 6, "state": "ACTIVE", "step_type": "tool", "tool_name": "read_file", "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/workers.csv"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 6, "state": "DONE", "step_type": "tool", "tool_name": "read_file", "duration_seconds": 0.036041574, "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/workers.csv"}, "output": "5 lines, 104 bytes"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 7, "state": "DONE", "step_type": "agent_response", "duration_seconds": 1.426955329, "usage": {"input_tokens": 9561, "output_tokens": 132, "thinking_tokens": 16, "cache_read_tokens": 0, "total_tokens": 9693}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 8, "state": "ACTIVE", "step_type": "tool", "tool_name": "read_file", "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/TASK.md"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 8, "state": "DONE", "step_type": "tool", "tool_name": "read_file", "duration_seconds": 0.038269852, "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/TASK.md"}, "output": "16 lines, 1727 bytes"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 9, "state": "ACTIVE", "step_type": "tool", "tool_name": "read_file", "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/shifts.csv"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 9, "state": "DONE", "step_type": "tool", "tool_name": "read_file", "duration_seconds": 0.028355718, "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/shifts.csv"}, "output": "41 lines, 2240 bytes"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 10, "state": "DONE", "step_type": "agent_response", "duration_seconds": 1.786410029, "usage": {"input_tokens": 12391, "output_tokens": 64, "thinking_tokens": 23, "cache_read_tokens": 0, "total_tokens": 12455}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 11, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "ls -la out/"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 11, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.251355126, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "ls -la out/"}, "output": "Command exited with code 0.\n\nCommand output:\ntotal 8\r\ndrwxr-xr-x 2 bob bob 4096 Oct 23 05:55 .\r\ndrwxr-xr-x 4 bob bob 4096 Oct 23 05:55 ..\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 12, "state": "DONE", "step_type": "agent_response", "duration_seconds": 4.124659946, "usage": {"input_tokens": 12598, "output_tokens": 1327, "thinking_tokens": 1175, "cache_read_tokens": 0, "total_tokens": 13925}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 13, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"import zoneinfo; from datetime import datetime; z = zoneinfo.ZoneInfo('Europe/London'); dt1 = datetime.fromisoformat('2026-10-24T22:00').replace(tzinfo=z); dt2 = datetime.fromisoformat('2026-10-25T06:00').replace(tzinfo=z); print(dt1, dt2, (dt2-dt1).total_seconds()/3600)\""}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 13, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.288642019, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"import zoneinfo; from datetime import datetime; z = zoneinfo.ZoneInfo('Europe/London'); dt1 = datetime.fromisoformat('2026-10-24T22:00').replace(tzinfo=z); dt2 = datetime.fromisoformat('2026-10-25T06:00').replace(tzinfo=z); print(dt1, dt2, (dt2-dt1).total_seconds()/3600)\""}, "output": "Command exited with code 0.\n\nCommand output:\n2026-10-24 22:00:00+01:00 2026-10-25 06:00:00+00:00 8.0\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 14, "state": "DONE", "step_type": "agent_response", "duration_seconds": 2.065529947, "usage": {"input_tokens": 14066, "output_tokens": 445, "thinking_tokens": 248, "cache_read_tokens": 0, "total_tokens": 14511}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 15, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"import zoneinfo; from datetime import datetime; z = zoneinfo.ZoneInfo('Europe/London'); dt1 = datetime.fromisoformat('2026-10-24T22:00').replace(tzinfo=z); dt2 = datetime.fromisoformat('2026-10-25T06:00').replace(tzinfo=z); print('dt1:', dt1.isoformat(), 'dt2:', dt2.isoformat()); print('dt2-dt1:', dt2 - dt1); print('utc:', dt1.astimezone(zoneinfo.ZoneInfo('UTC')), dt2.astimezone(zoneinfo.ZoneInfo('UTC')))\""}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 15, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.320600946, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"import zoneinfo; from datetime import datetime; z = zoneinfo.ZoneInfo('Europe/London'); dt1 = datetime.fromisoformat('2026-10-24T22:00').replace(tzinfo=z); dt2 = datetime.fromisoformat('2026-10-25T06:00').replace(tzinfo=z); print('dt1:', dt1.isoformat(), 'dt2:', dt2.isoformat()); print('dt2-dt1:', dt2 - dt1); print('utc:', dt1.astimezone(zoneinfo.ZoneInfo('UTC')), dt2.astimezone(zoneinfo.ZoneInfo('UTC')))\""}, "output": "Command exited with code 0.\n\nCommand output:\ndt1: 2026-10-24T22:00:00+01:00 dt2: 2026-10-25T06:00:00+00:00\r\ndt2-dt1: 8:00:00\r\nutc: 2026-10-24 21:00:00+00:00 2026-10-25 06:00:00+00:00\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 16, "state": "DONE", "step_type": "agent_response", "duration_seconds": 3.814867304, "usage": {"input_tokens": 14725, "output_tokens": 367, "thinking_tokens": 160, "cache_read_tokens": 0, "total_tokens": 15092}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 17, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"import zoneinfo; from datetime import datetime; z = zoneinfo.ZoneInfo('Europe/London'); dt1 = datetime.fromisoformat('2026-10-24T22:00').replace(tzinfo=z); dt2 = datetime.fromisoformat('2026-10-25T06:00').replace(tzinfo=z); u1 = dt1.astimezone(zoneinfo.ZoneInfo('UTC')); u2 = dt2.astimezone(zoneinfo.ZoneInfo('UTC')); print('u2 - u1:', u2 - u1); print('tzinfo equality:', dt1.tzinfo == dt2.tzinfo, dt1.tzinfo is dt2.tzinfo)\""}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 17, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.38834198, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"import zoneinfo; from datetime import datetime; z = zoneinfo.ZoneInfo('Europe/London'); dt1 = datetime.fromisoformat('2026-10-24T22:00').replace(tzinfo=z); dt2 = datetime.fromisoformat('2026-10-25T06:00').replace(tzinfo=z); u1 = dt1.astimezone(zoneinfo.ZoneInfo('UTC')); u2 = dt2.astimezone(zoneinfo.ZoneInfo('UTC')); print('u2 - u1:', u2 - u1); print('tzinfo equality:', dt1.tzinfo == dt2.tzinfo, dt1.tzinfo is dt2.tzinfo)\""}, "output": "Command exited with code 0.\n\nCommand output:\nu2 - u1: 9:00:00\r\ntzinfo equality: True True\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 18, "state": "DONE", "step_type": "agent_response", "duration_seconds": 3.251131118, "usage": {"input_tokens": 15199, "output_tokens": 596, "thinking_tokens": 393, "cache_read_tokens": 0, "total_tokens": 15795}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 19, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"import zoneinfo; from datetime import datetime, timezone; z = zoneinfo.ZoneInfo('Europe/London');\nfor h in range(0, 10):\n for m in (0, 30):\n t_str = f'2026-10-25T{h:02d}:{m:02d}'\n d = datetime.fromisoformat(t_str).replace(tzinfo=z)\n print(t_str, 'fold 0:', d.replace(fold=0).astimezone(timezone.utc), 'fold 1:', d.replace(fold=1).astimezone(timezone.utc))\n\""}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 19, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.304330451, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"import zoneinfo; from datetime import datetime, timezone; z = zoneinfo.ZoneInfo('Europe/London');\nfor h in range(0, 10):\n for m in (0, 30):\n t_str = f'2026-10-25T{h:02d}:{m:02d}'\n d = datetime.fromisoformat(t_str).replace(tzinfo=z)\n print(t_str, 'fold 0:', d.replace(fold=0).astimezone(timezone.utc), 'fold 1:', d.replace(fold=1).astimezone(timezone.utc))\n\""}, "output": "Command exited with code 0.\n\nCommand output:\n2026-10-25T00:00 fold 0: 2026-10-24 23:00:00+00:00 fold 1: 2026-10-24 23:00:00+00:00\r\n2026-10-25T00:30 fold 0: 2026-10-24 23:30:00+00:00 fold 1: 2026-10-24 23:30:00+00:00\r\n2026-10-25T01:00 fold 0: 2026-10-25 00:00:00+00:00 fold 1: 2026-10-25 01:00:00+00:00\r\n2026-10-25T01:30 fold 0: 2026-10-25 00:30:00+00:00 fold 1: 2026-10-25 01:30:00+00:00\r\n2026-10-25T02:00 fold 0: 2026-10-25 02:00:00+00:00 fold 1: 2026-10-25 02:00:00+00:00\r\n2026-10-25T02:30 fold 0: 2026-10-25 02:30:00+00:00 fold 1: 2026-10-25 02:30:00+00:00\r\n2026-10-25T03:00 fold 0: 2026-10-25 03:00:00+00:00 fold 1: 2026-10-25 03:00:00+00:00\r\n2026-10-25T03:30 fold 0: 2026-10-25 03:30:00+00:00 fold 1: 2026-10-25 03:30:00+00:00\r\n2026-10-25T04:00 fold 0: 2026-10-25 04:00:00+00:00 fold 1: 2026-10-25 04:00:00+00:00\r\n2026-10-25T04:30 fold 0: 2026-10-25 04:30:00+00:00 fold 1: 2026-10-25 04:30:00+00:00\r\n2026-10-25T05:00 fold 0: 2026-10-25 05:00:00+00:00 fold 1: 2026-10-25 05:00:00+00:00\r\n2026-10-25T05:30 fold 0: 2026-10-25 05:30:00+00:00 fold 1: 2026-10-25 05:30:00+00:00\r\n2026-10-25T06:00 fold 0: 2026-10-25 06:00:00+00:00 fold 1: 2026-10-25 06:00:00+00:00\r\n2026-10-25T06:30 fold 0: 2026-10-25 06:30:00+00:00 fold 1: 2026-10-25 06:30:00+00:00\r\n2026-10-25T07:00 fold 0: 2026-10-25 07:00:00+00:00 fold 1: 2026-10-25 07:00:00+00:00\r\n2026-10-25T07:30 fold 0: 2026-10-25 07:30:00+00:00 fold 1: 2026-10-25 07:30:00+00:00\r\n2026-10-25T08:00 fold 0: 2026-10-25 08:00:00+00:00 fold 1: 2026-10-25 08:00:00+00:00\r\n2026-10-25T08:30 fold 0: 2026-10-25 08:30:00+00:00 fold 1: 2026-10-25 08:30:00+00:00\r\n2026-10-25T09:00 fold 0: 2026-10-25 09:00:00+00:00 fold 1: 2026-10-25 09:00:00+00:00\r\n2026-10-25T09:30 fold 0: 2026-10-25 09:30:00+00:00 fold 1: 2026-10-25 09:30:00+00:00\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 20, "state": "DONE", "step_type": "agent_response", "duration_seconds": 2.814899006, "usage": {"input_tokens": 17420, "output_tokens": 425, "thinking_tokens": 352, "cache_read_tokens": 0, "total_tokens": 17845}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 21, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv\nwith open('shifts.csv') as f:\n for row in csv.DictReader(f):\n print(row)\n\""}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 21, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.27739558, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv\nwith open('shifts.csv') as f:\n for row in csv.DictReader(f):\n print(row)\n\""}, "output": "Command exited with code 0.\n\nCommand output:\n{'shift_id': 'SH-929', 'worker_id': 'CW-50', 'start': '2026-10-31T08:00', 'end': '2026-10-31T16:30', 'status': 'worked'}\r\n{'shift_id': 'SH-968', 'worker_id': 'CW-57', 'start': '2026-10-27T07:30', 'end': '2026-10-27T19:00', 'status': 'worked'}\r\n{'shift_id': 'SH-937', 'worker_id': 'CW-55', 'start': '2026-10-21T08:00', 'end': '2026-10-21T16:00', 'status': 'worked'}\r\n{'shift_id': 'SH-919', 'worker_id': 'CW-50', 'start': '2026-10-22T14:00', 'end': '2026-10-22T21:00', 'status': 'worked'}\r\n{'shift_id': 'SH-959', 'worker_id': 'CW-57', 'start': '2026-10-23T09:00', 'end': '2026-10-23T15:00', 'status': 'worked'}\r\n{'shift_id': 'SH-1004', 'worker_id': 'CW-50', 'start': '2026-10-24T22:00', 'end': '2026-10-25T06:00', 'status': 'worked'}\r\n{'shift_id': 'SH-965', 'worker_id': 'CW-57', 'start': '2026-10-25T08:00', 'end': '2026-10-25T16:00', 'status': 'worked'}\r\n{'shift_id': 'SH-993', 'worker_id': 'CW-61', 'start': '2026-10-28T08:00', 'end': '2026-10-28T16:00', 'status': 'worked'}\r\n{'shift_id': 'SH-973', 'worker_id': 'CW-57', 'start': '2026-10-29T08:00', 'end': '2026-10-29T15:30', 'status': 'worked'}\r\n{'shift_id': 'SH-966', 'worker_id': 'CW-57', 'start': '2026-10-26T08:00', 'end': '2026-10-26T15:30', 'status': 'worked'}\r\n{'shift_id': 'SH-924', 'worker_id': 'CW-50', 'start': '2026-10-27T08:00', 'end': '2026-10-27T16:00', 'status': 'worked'}\r\n{'shift_id': 'SH-977', 'worker_id': 'CW-61', 'start': '2026-10-20T14:00', 'end': '2026-10-20T22:00', 'status': 'worked'}\r\n{'shift_id': 'SH-945', 'worker_id': 'CW-55', 'start': '2026-10-30T14:00', 'end': '2026-10-30T22:00', 'status': 'worked'}\r\n{'shift_id': 'SH-975', 'worker_id': 'CW-61', 'start': '2026-10-19T09:00', 'end': '2026-10-19T15:00', 'status': 'worked'}\r\n{'shift_id': 'SH-938', 'worker_id': 'CW-55', 'start': '2026-10-22T09:00', 'end': '2026-10-22T15:00', 'status': 'worked'}\r\n{'shift_id': 'SH-998', 'worker_id': 'CW-61', 'start': '2026-10-30T09:00', 'end': '2026-10-30T15:00', 'status': 'worked'}\r\n{'shift_id': 'SH-932', 'worker_id': 'CW-50', 'start': '2026-11-01T07:30', 'end': '2026-11-01T19:00', 'status': 'worked'}\r\n{'shift_id': 'SH-921', 'worker_id': 'CW-50', 'start': '2026-10-23T07:30', 'end': '2026-10-23T19:30', 'status': 'worked'}\r\n{'shift_id': 'SH-943', 'worker_id': 'CW-55', 'start': '2026-10-29T08:00', 'end': '2026-10-29T16:30', 'status': 'worked'}\r\n{'shift_id': 'SH-981', 'worker_id': 'CW-61', 'start': '2026-10-21T09:00', 'end': '2026-10-21T15:00', 'status': 'worked'}\r\n{'shift_id': 'SH-1001', 'worker_id': 'CW-61', 'start': '2026-10-31T07:30', 'end': '2026-10-31T19:30', 'status': 'worked'}\r\n{'shift_id': 'SH-956', 'worker_id': 'CW-57', 'start': '2026-10-21T08:00', 'end': '2026-10-21T16:30', 'status': 'worked'}\r\n{'shift_id': 'SH-954', 'worker_id': 'CW-57', 'start': '2026-10-19T08:00', 'end': '2026-10-19T16:00', 'status': 'worked'}\r\n{'shift_id': 'SH-916', 'worker_id': 'CW-50', 'start': '2026-10-21T09:00', 'end': '2026-10-21T15:00', 'status': 'worked'}\r\n{'shift_id': 'SH-925', 'worker_id': 'CW-50', 'start': '2026-10-28T14:00', 'end': '2026-10-28T22:00', 'status': 'worked'}\r\n{'shift_id': 'SH-984', 'worker_id': 'CW-61', 'start': '2026-10-24T07:30', 'end': '2026-10-24T19:00', 'status': 'worked'}\r\n{'shift_id': 'SH-961', 'worker_id': 'CW-57', 'start': '2026-10-24T07:30', 'end': '2026-10-24T19:30', 'status': 'worked'}\r\n{'shift_id': 'SH-951', 'worker_id': 'CW-55', 'start': '2026-11-01T08:00', 'end': '2026-11-01T15:30', 'status': 'worked'}\r\n{'shift_id': 'SH-935', 'worker_id': 'CW-55', 'start': '2026-10-20T08:00', 'end': '2026-10-20T15:30', 'status': 'worked'}\r\n{'shift_id': 'SH-947', 'worker_id': 'CW-55', 'start': '2026-10-31T07:30', 'end': '2026-10-31T19:30', 'status': 'worked'}\r\n{'shift_id': 'SH-990', 'worker_id': 'CW-61', 'start': '2026-10-27T09:00', 'end': '2026-10-27T15:00', 'status': 'worked'}\r\n{'shift_id': 'SH-969', 'worker_id': 'CW-57', 'start': '2026-10-28T08:00', 'end': '2026-10-28T15:30', 'status': 'worked'}\r\n{'shift_id': 'SH-939', 'worker_id': 'CW-55', 'start': '2026-10-26T07:30', 'end': '2026-10-26T19:30', 'status': 'worked'}\r\n{'shift_id': 'SH-909', 'worker_id': 'CW-50', 'start': '2026-10-19T08:00', 'end': '2026-10-19T16:00', 'status': 'worked'}\r\n{'shift_id': 'SH-912', 'worker_id': 'CW-50', 'start': '2026-10-20T08:00', 'end': '2026-10-20T15:30', 'status': 'worked'}\r\n{'shift_id': 'SH-982', 'worker_id': 'CW-61', 'start': '2026-10-23T08:00', 'end': '2026-10-23T16:00', 'status': 'worked'}\r\n{'shift_id': 'SH-994', 'worker_id': 'CW-61', 'start': '2026-10-29T09:00', 'end': '2026-10-29T15:00', 'status': 'worked'}\r\n{'shift_id': 'SH-926', 'worker_id': 'CW-50', 'start': '2026-10-29T08:00', 'end': '2026-10-29T16:30', 'status': 'worked'}\r\n{'shift_id': 'SH-1005', 'worker_id': 'CW-55', 'start': '2026-10-24T22:00', 'end': '2026-10-25T06:30', 'status': 'worked'}\r\n{'shift_id': 'SH-986', 'worker_id': 'CW-61', 'start': '2026-10-26T09:00', 'end': '2026-10-26T15:00', 'status': 'worked'}\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 22, "state": "DONE", "step_type": "agent_response", "duration_seconds": 8.482479087, "usage": {"input_tokens": 4584, "output_tokens": 1956, "thinking_tokens": 1834, "cache_read_tokens": 16229, "total_tokens": 6540}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 23, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv\nfrom datetime import datetime\n\nwith open('shifts.csv') as f:\n for row in csv.DictReader(f):\n dt = datetime.fromisoformat(row['start'])\n print(row['shift_id'], row['worker_id'], row['start'], dt.strftime('%A'), dt.isocalendar())\n\""}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 23, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.279890144, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv\nfrom datetime import datetime\n\nwith open('shifts.csv') as f:\n for row in csv.DictReader(f):\n dt = datetime.fromisoformat(row['start'])\n print(row['shift_id'], row['worker_id'], row['start'], dt.strftime('%A'), dt.isocalendar())\n\""}, "output": "Command exited with code 0.\n\nCommand output:\nSH-929 CW-50 2026-10-31T08:00 Saturday datetime.IsoCalendarDate(year=2026, week=44, weekday=6)\r\nSH-968 CW-57 2026-10-27T07:30 Tuesday datetime.IsoCalendarDate(year=2026, week=44, weekday=2)\r\nSH-937 CW-55 2026-10-21T08:00 Wednesday datetime.IsoCalendarDate(year=2026, week=43, weekday=3)\r\nSH-919 CW-50 2026-10-22T14:00 Thursday datetime.IsoCalendarDate(year=2026, week=43, weekday=4)\r\nSH-959 CW-57 2026-10-23T09:00 Friday datetime.IsoCalendarDate(year=2026, week=43, weekday=5)\r\nSH-1004 CW-50 2026-10-24T22:00 Saturday datetime.IsoCalendarDate(year=2026, week=43, weekday=6)\r\nSH-965 CW-57 2026-10-25T08:00 Sunday datetime.IsoCalendarDate(year=2026, week=43, weekday=7)\r\nSH-993 CW-61 2026-10-28T08:00 Wednesday datetime.IsoCalendarDate(year=2026, week=44, weekday=3)\r\nSH-973 CW-57 2026-10-29T08:00 Thursday datetime.IsoCalendarDate(year=2026, week=44, weekday=4)\r\nSH-966 CW-57 2026-10-26T08:00 Monday datetime.IsoCalendarDate(year=2026, week=44, weekday=1)\r\nSH-924 CW-50 2026-10-27T08:00 Tuesday datetime.IsoCalendarDate(year=2026, week=44, weekday=2)\r\nSH-977 CW-61 2026-10-20T14:00 Tuesday datetime.IsoCalendarDate(year=2026, week=43, weekday=2)\r\nSH-945 CW-55 2026-10-30T14:00 Friday datetime.IsoCalendarDate(year=2026, week=44, weekday=5)\r\nSH-975 CW-61 2026-10-19T09:00 Monday datetime.IsoCalendarDate(year=2026, week=43, weekday=1)\r\nSH-938 CW-55 2026-10-22T09:00 Thursday datetime.IsoCalendarDate(year=2026, week=43, weekday=4)\r\nSH-998 CW-61 2026-10-30T09:00 Friday datetime.IsoCalendarDate(year=2026, week=44, weekday=5)\r\nSH-932 CW-50 2026-11-01T07:30 Sunday datetime.IsoCalendarDate(year=2026, week=44, weekday=7)\r\nSH-921 CW-50 2026-10-23T07:30 Friday datetime.IsoCalendarDate(year=2026, week=43, weekday=5)\r\nSH-943 CW-55 2026-10-29T08:00 Thursday datetime.IsoCalendarDate(year=2026, week=44, weekday=4)\r\nSH-981 CW-61 2026-10-21T09:00 Wednesday datetime.IsoCalendarDate(year=2026, week=43, weekday=3)\r\nSH-1001 CW-61 2026-10-31T07:30 Saturday datetime.IsoCalendarDate(year=2026, week=44, weekday=6)\r\nSH-956 CW-57 2026-10-21T08:00 Wednesday datetime.IsoCalendarDate(year=2026, week=43, weekday=3)\r\nSH-954 CW-57 2026-10-19T08:00 Monday datetime.IsoCalendarDate(year=2026, week=43, weekday=1)\r\nSH-916 CW-50 2026-10-21T09:00 Wednesday datetime.IsoCalendarDate(year=2026, week=43, weekday=3)\r\nSH-925 CW-50 2026-10-28T14:00 Wednesday datetime.IsoCalendarDate(year=2026, week=44, weekday=3)\r\nSH-984 CW-61 2026-10-24T07:30 Saturday datetime.IsoCalendarDate(year=2026, week=43, weekday=6)\r\nSH-961 CW-57 2026-10-24T07:30 Saturday datetime.IsoCalendarDate(year=2026, week=43, weekday=6)\r\nSH-951 CW-55 2026-11-01T08:00 Sunday datetime.IsoCalendarDate(year=2026, week=44, weekday=7)\r\nSH-935 CW-55 2026-10-20T08:00 Tuesday datetime.IsoCalendarDate(year=2026, week=43, weekday=2)\r\nSH-947 CW-55 2026-10-31T07:30 Saturday datetime.IsoCalendarDate(year=2026, week=44, weekday=6)\r\nSH-990 CW-61 2026-10-27T09:00 Tuesday datetime.IsoCalendarDate(year=2026, week=44, weekday=2)\r\nSH-969 CW-57 2026-10-28T08:00 Wednesday datetime.IsoCalendarDate(year=2026, week=44, weekday=3)\r\nSH-939 CW-55 2026-10-26T07:30 Monday datetime.IsoCalendarDate(year=2026, week=44, weekday=1)\r\nSH-909 CW-50 2026-10-19T08:00 Monday datetime.IsoCalendarDate(year=2026, week=43, weekday=1)\r\nSH-912 CW-50 2026-10-20T08:00 Tuesday datetime.IsoCalendarDate(year=2026, week=43, weekday=2)\r\nSH-982 CW-61 2026-10-23T08:00 Friday datetime.IsoCalendarDate(year=2026, week=43, weekday=5)\r\nSH-994 CW-61 2026-10-29T09:00 Thursday datetime.IsoCalendarDate(year=2026, week=44, weekday=4)\r\nSH-926 CW-50 2026-10-29T08:00 Thursday datetime.IsoCalendarDate(year=2026, week=44, weekday=4)\r\nSH-1005 CW-55 2026-10-24T22:00 Saturday datetime.IsoCalendarDate(year=2026, week=43, weekday=6)\r\nSH-986 CW-61 2026-10-26T09:00 Monday datetime.IsoCalendarDate(year=2026, week=44, weekday=1)\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 24, "state": "DONE", "step_type": "agent_response", "duration_seconds": 5.757279617, "usage": {"input_tokens": 4547, "output_tokens": 1725, "thinking_tokens": 1324, "cache_read_tokens": 20310, "total_tokens": 6272}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 25, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone\nimport zoneinfo\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['break_minutes']\nholidays = set(rules['holidays'])\n\nwith open('shifts.csv') as f:\n shifts = list(csv.DictReader(f))\n\nfor s in shifts:\n # Parse start and end as Europe/London\n # Note: start and end format '2026-10-31T08:00'\n \u2026"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 25, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.296545315, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone\nimport zoneinfo\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['break_minutes']\nholidays = set(rules['holidays'])\n\nwith open('shifts.csv') as f:\n shifts = list(csv.DictReader(f))\n\nfor s in shifts:\n # Parse start and end as Europe/London\n # Note: start and end format '2026-10-31T08:00'\n \u2026"}, "output": "Command exited with code 0.\n\nCommand output:\nSH-929: CW-50 2026-10-31T08:00 -> 2026-10-31T16:30 raw=8.5 break=0.5 paid=8.0\r\nSH-968: CW-57 2026-10-27T07:30 -> 2026-10-27T19:00 raw=11.5 break=0.5 paid=11.0\r\nSH-937: CW-55 2026-10-21T08:00 -> 2026-10-21T16:00 raw=8.0 break=0.5 paid=7.5\r\nSH-919: CW-50 2026-10-22T14:00 -> 2026-10-22T21:00 raw=7.0 break=0.5 paid=6.5\r\nSH-959: CW-57 2026-10-23T09:00 -> 2026-10-23T15:00 raw=6.0 break=0.0 paid=6.0\r\nSH-1004: CW-50 2026-10-24T22:00 -> 2026-10-25T06:00 raw=9.0 break=0.5 paid=8.5\r\nSH-965: CW-57 2026-10-25T08:00 -> 2026-10-25T16:00 raw=8.0 break=0.5 paid=7.5\r\nSH-993: CW-61 2026-10-28T08:00 -> 2026-10-28T16:00 raw=8.0 break=0.5 paid=7.5\r\nSH-973: CW-57 2026-10-29T08:00 -> 2026-10-29T15:30 raw=7.5 break=0.5 paid=7.0\r\nSH-966: CW-57 2026-10-26T08:00 -> 2026-10-26T15:30 raw=7.5 break=0.5 paid=7.0\r\nSH-924: CW-50 2026-10-27T08:00 -> 2026-10-27T16:00 raw=8.0 break=0.5 paid=7.5\r\nSH-977: CW-61 2026-10-20T14:00 -> 2026-10-20T22:00 raw=8.0 break=0.5 paid=7.5\r\nSH-945: CW-55 2026-10-30T14:00 -> 2026-10-30T22:00 raw=8.0 break=0.5 paid=7.5\r\nSH-975: CW-61 2026-10-19T09:00 -> 2026-10-19T15:00 raw=6.0 break=0.0 paid=6.0\r\nSH-938: CW-55 2026-10-22T09:00 -> 2026-10-22T15:00 raw=6.0 break=0.0 paid=6.0\r\nSH-998: CW-61 2026-10-30T09:00 -> 2026-10-30T15:00 raw=6.0 break=0.0 paid=6.0\r\nSH-932: CW-50 2026-11-01T07:30 -> 2026-11-01T19:00 raw=11.5 break=0.5 paid=11.0\r\nSH-921: CW-50 2026-10-23T07:30 -> 2026-10-23T19:30 raw=12.0 break=0.5 paid=11.5\r\nSH-943: CW-55 2026-10-29T08:00 -> 2026-10-29T16:30 raw=8.5 break=0.5 paid=8.0\r\nSH-981: CW-61 2026-10-21T09:00 -> 2026-10-21T15:00 raw=6.0 break=0.0 paid=6.0\r\nSH-1001: CW-61 2026-10-31T07:30 -> 2026-10-31T19:30 raw=12.0 break=0.5 paid=11.5\r\nSH-956: CW-57 2026-10-21T08:00 -> 2026-10-21T16:30 raw=8.5 break=0.5 paid=8.0\r\nSH-954: CW-57 2026-10-19T08:00 -> 2026-10-19T16:00 raw=8.0 break=0.5 paid=7.5\r\nSH-916: CW-50 2026-10-21T09:00 -> 2026-10-21T15:00 raw=6.0 break=0.0 paid=6.0\r\nSH-925: CW-50 2026-10-28T14:00 -> 2026-10-28T22:00 raw=8.0 break=0.5 paid=7.5\r\nSH-984: CW-61 2026-10-24T07:30 -> 2026-10-24T19:00 raw=11.5 break=0.5 paid=11.0\r\nSH-961: CW-57 2026-10-24T07:30 -> 2026-10-24T19:30 raw=12.0 break=0.5 paid=11.5\r\nSH-951: CW-55 2026-11-01T08:00 -> 2026-11-01T15:30 raw=7.5 break=0.5 paid=7.0\r\nSH-935: CW-55 2026-10-20T08:00 -> 2026-10-20T15:30 raw=7.5 break=0.5 paid=7.0\r\nSH-947: CW-55 2026-10-31T07:30 -> 2026-10-31T19:30 raw=12.0 break=0.5 paid=11.5\r\nSH-990: CW-61 2026-10-27T09:00 -> 2026-10-27T15:00 raw=6.0 break=0.0 paid=6.0\r\nSH-969: CW-57 2026-10-28T08:00 -> 2026-10-28T15:30 raw=7.5 break=0.5 paid=7.0\r\nSH-939: CW-55 2026-10-26T07:30 -> 2026-10-26T19:30 raw=12.0 break=0.5 paid=11.5\r\nSH-909: CW-50 2026-10-19T08:00 -> 2026-10-19T16:00 raw=8.0 break=0.5 paid=7.5\r\nSH-912: CW-50 2026-10-20T08:00 -> 2026-10-20T15:30 raw=7.5 break=0.5 paid=7.0\r\nSH-982: CW-61 2026-10-23T08:00 -> 2026-10-23T16:00 raw=8.0 break=0.5 paid=7.5\r\nSH-994: CW-61 2026-10-29T09:00 -> 2026-10-29T15:00 raw=6.0 break=0.0 paid=6.0\r\nSH-926: CW-50 2026-10-29T08:00 -> 2026-10-29T16:30 raw=8.5 break=0.5 paid=8.0\r\nSH-1005: CW-55 2026-10-24T22:00 -> 2026-10-25T06:30 raw=9.5 break=0.5 paid=9.0\r\nSH-986: CW-61 2026-10-26T09:00 -> 2026-10-26T15:00 raw=6.0 break=0.0 paid=6.0\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 26, "state": "DONE", "step_type": "agent_response", "duration_seconds": 5.236533588, "usage": {"input_tokens": 4733, "output_tokens": 1497, "thinking_tokens": 625, "cache_read_tokens": 24393, "total_tokens": 6230}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 27, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['break_minutes\u2026"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 27, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.32287443, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['break_minutes\u2026"}, "output": "Command exited with code 0.\n\nCommand output:\nPaid hours summary per worker and week:\r\nWorker CW-50 (Amara, rate=12.40)\r\n Week 43: non_holiday=35.5, holiday=11.5\r\n Week 44: non_holiday=42.0, holiday=0\r\nWorker CW-55 (Bogdan, rate=12.40)\r\n Week 43: non_holiday=29.5, holiday=0\r\n Week 44: non_holiday=45.5, holiday=0\r\nWorker CW-57 (Cerys, rate=12.60)\r\n Week 43: non_holiday=34.5, holiday=6.0\r\n Week 44: non_holiday=32.0, holiday=0\r\nWorker CW-61 (Femi, rate=14.20)\r\n Week 43: non_holiday=30.5, holiday=7.5\r\n Week 44: non_holiday=43.0, holiday=0\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 28, "state": "DONE", "step_type": "agent_response", "duration_seconds": 5.956765496, "usage": {"input_tokens": 2486, "output_tokens": 2361, "thinking_tokens": 1356, "cache_read_tokens": 28462, "total_tokens": 4847}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 29, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['break_minutes\u2026"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 29, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.290471141, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['break_minutes\u2026"}, "output": "Command exited with code 0.\n\nCommand output:\nUnrounded pays: {'CW-50': Decimal('1258.6000'), 'CW-55': Decimal('964.1000'), 'CW-57': Decimal('989.100'), 'CW-61': Decimal('1278.0000')}\r\nRounded pays: {'CW-50': Decimal('1258.60'), 'CW-55': Decimal('964.10'), 'CW-57': Decimal('989.10'), 'CW-61': Decimal('1278.00')}\r\nSum of rounded pays: 4489.80\r\nSum of unrounded pays: 4489.8000\r\nDifference: 0.0000\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 30, "state": "DONE", "step_type": "agent_response", "duration_seconds": 2.7366135639999998, "usage": {"input_tokens": 5105, "output_tokens": 626, "thinking_tokens": 463, "cache_read_tokens": 28470, "total_tokens": 5731}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 31, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport zoneinfo\nfrom datetime import datetime, timezone\n\nz = zoneinfo.ZoneInfo('Europe/London')\nfor day in range(24, 27):\n for h in [0, 1, 2, 3, 6]:\n dt = datetime(2026, 10, day, h, 0, tzinfo=z)\n print(dt, 'offset:', dt.utcoffset(), 'utc:', dt.astimezone(timezone.utc))\n\""}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 31, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.284968328, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport zoneinfo\nfrom datetime import datetime, timezone\n\nz = zoneinfo.ZoneInfo('Europe/London')\nfor day in range(24, 27):\n for h in [0, 1, 2, 3, 6]:\n dt = datetime(2026, 10, day, h, 0, tzinfo=z)\n print(dt, 'offset:', dt.utcoffset(), 'utc:', dt.astimezone(timezone.utc))\n\""}, "output": "Command exited with code 0.\n\nCommand output:\n2026-10-24 00:00:00+01:00 offset: 1:00:00 utc: 2026-10-23 23:00:00+00:00\r\n2026-10-24 01:00:00+01:00 offset: 1:00:00 utc: 2026-10-24 00:00:00+00:00\r\n2026-10-24 02:00:00+01:00 offset: 1:00:00 utc: 2026-10-24 01:00:00+00:00\r\n2026-10-24 03:00:00+01:00 offset: 1:00:00 utc: 2026-10-24 02:00:00+00:00\r\n2026-10-24 06:00:00+01:00 offset: 1:00:00 utc: 2026-10-24 05:00:00+00:00\r\n2026-10-25 00:00:00+01:00 offset: 1:00:00 utc: 2026-10-24 23:00:00+00:00\r\n2026-10-25 01:00:00+01:00 offset: 1:00:00 utc: 2026-10-25 00:00:00+00:00\r\n2026-10-25 02:00:00+00:00 offset: 0:00:00 utc: 2026-10-25 02:00:00+00:00\r\n2026-10-25 03:00:00+00:00 offset: 0:00:00 utc: 2026-10-25 03:00:00+00:00\r\n2026-10-25 06:00:00+00:00 offset: 0:00:00 utc: 2026-10-25 06:00:00+00:00\r\n2026-10-26 00:00:00+00:00 offset: 0:00:00 utc: 2026-10-26 00:00:00+00:00\r\n2026-10-26 01:00:00+00:00 offset: 0:00:00 utc: 2026-10-26 01:00:00+00:00\r\n2026-10-26 02:00:00+00:00 offset: 0:00:00 utc: 2026-10-26 02:00:00+00:00\r\n2026-10-26 03:00:00+00:00 offset: 0:00:00 utc: 2026-10-26 03:00:00+00:00\r\n2026-10-26 06:00:00+00:00 offset: 0:00:00 utc: 2026-10-26 06:00:00+00:00\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 32, "state": "DONE", "step_type": "agent_response", "duration_seconds": 14.986422018, "usage": {"input_tokens": 2707, "output_tokens": 6859, "thinking_tokens": 5916, "cache_read_tokens": 32539, "total_tokens": 9566}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 33, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['break_minutes\u2026"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 33, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.327005561, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['break_minutes\u2026"}, "output": "Command exited with code 0.\n\nCommand output:\n{\r\n \"paid_hours\": {\r\n \"SH-929\": 8.0,\r\n \"SH-968\": 11.0,\r\n \"SH-937\": 7.5,\r\n \"SH-919\": 6.5,\r\n \"SH-959\": 6.0,\r\n \"SH-1004\": 8.5,\r\n \"SH-965\": 7.5,\r\n \"SH-993\": 7.5,\r\n \"SH-973\": 7.0,\r\n \"SH-966\": 7.0,\r\n \"SH-924\": 7.5,\r\n \"SH-977\": 7.5,\r\n \"SH-945\": 7.5,\r\n \"SH-975\": 6.0,\r\n \"SH-938\": 6.0,\r\n \"SH-998\": 6.0,\r\n \"SH-932\": 11.0,\r\n \"SH-921\": 11.5,\r\n \"SH-943\": 8.0,\r\n \"SH-981\": 6.0,\r\n \"SH-1001\": 11.5,\r\n \"SH-956\": 8.0,\r\n \"SH-954\": 7.5,\r\n \"SH-916\": 6.0,\r\n \"SH-925\": 7.5,\r\n \"SH-984\": 11.0,\r\n \"SH-961\": 11.5,\r\n \"SH-951\": 7.0,\r\n \"SH-935\": 7.0,\r\n \"SH-947\": 11.5,\r\n \"SH-990\": 6.0,\r\n \"SH-969\": 7.0,\r\n \"SH-939\": 11.5,\r\n \"SH-909\": 7.5,\r\n \"SH-912\": 7.0,\r\n \"SH-982\": 7.5,\r\n \"SH-994\": 6.0,\r\n \"SH-926\": 8.0,\r\n \"SH-1005\": 9.0,\r\n \"SH-986\": 6.0\r\n },\r\n \"overtime_hours\": {\r\n \"CW-50\": 2.0,\r\n \"CW-55\": 5.5,\r\n \"CW-57\": 0.0,\r\n \"CW-61\": 3.0\r\n },\r\n \"pay\": {\r\n \"CW-50\": 1258.6,\r\n \"CW-55\": 964.1,\r\n \"CW-57\": 989.1,\r\n \"CW-61\": 1278.0\r\n },\r\n \"total\": 4489.8\r\n}\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 34, "state": "DONE", "step_type": "agent_response", "duration_seconds": 11.266247151, "usage": {"input_tokens": 10348, "output_tokens": 2422, "thinking_tokens": 2386, "cache_read_tokens": 32572, "total_tokens": 12770}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 35, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "git status"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 35, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.294266734, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "git status"}, "output": "Command exited with code 128.\n\nCommand output:\nfatal: not a git repository (or any parent up to mount point /)\r\nStopping at filesystem boundary (GIT_DISCOVERY_ACROSS_FILESYSTEM not set).\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 36, "state": "DONE", "step_type": "agent_response", "duration_seconds": 8.052237086, "usage": {"input_tokens": 4747, "output_tokens": 53, "thinking_tokens": 15, "cache_read_tokens": 40719, "total_tokens": 4800}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 37, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "ls -la"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 37, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.276419951, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "ls -la"}, "output": "Command exited with code 0.\n\nCommand output:\ntotal 36\r\ndrwxr-xr-x 4 bob bob 4096 Oct 23 05:55 .\r\ndrwxrwxr-x 3 bob bob 4096 Oct 23 05:58 ..\r\n-rw-r--r-- 1 bob bob 1727 Oct 23 05:55 TASK.md\r\ndrwxr-xr-x 2 bob bob 4096 Oct 23 05:55 ask\r\ndrwxr-xr-x 2 bob bob 4096 Oct 23 05:55 out\r\n-rw-r--r-- 1 bob bob 163 Oct 23 05:55 pay-rules.json\r\n-rw-r--r-- 1 bob bob 168 Oct 23 05:55 rota-note.txt\r\n-rw-r--r-- 1 bob bob 2240 Oct 23 05:55 shifts.csv\r\n-rw-r--r-- 1 bob bob 104 Oct 23 05:55 workers.csv\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 38, "state": "DONE", "step_type": "agent_response", "duration_seconds": 4.465500827, "usage": {"input_tokens": 5154, "output_tokens": 1575, "thinking_tokens": 506, "cache_read_tokens": 40713, "total_tokens": 6729}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 39, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone, timedelta\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['br\u2026"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 39, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.395776553, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone, timedelta\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['br\u2026"}, "output": "Command exited with code 1.\n\nThere were sandbox errors that may or may not be related to the failure. If you think the failure is because of running in the sandbox, you can run the command again with `BypassSandbox` set to true to request explicit user permission.\n\nCommand output:\nTraceback (most recent call last):\r\n File \"<string>\", line 97, in <module>\r\n with open('out/payroll.json', 'w') as f:\r\n ~~~~^^^^^^^^^^^^^^^^^^^^^^^^^\r\nOSError: [Errno 30] Read-only file system: 'out/payroll.json'\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 40, "state": "DONE", "step_type": "agent_response", "duration_seconds": 4.102440602, "usage": {"input_tokens": 2867, "output_tokens": 1196, "thinking_tokens": 213, "cache_read_tokens": 44785, "total_tokens": 4063}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 41, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone, timedelta\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['br\u2026"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 41, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.339078074, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport csv, json\nfrom datetime import datetime, timezone, timedelta\nimport zoneinfo\nfrom decimal import Decimal, ROUND_HALF_UP\n\ntz = zoneinfo.ZoneInfo('Europe/London')\nutc = timezone.utc\n\nwith open('pay-rules.json') as f:\n rules = json.load(f)\n\nweekly_hours = Decimal(str(rules['weekly_hours']))\novertime_multiplier = Decimal(str(rules['overtime_multiplier']))\nholiday_multiplier = Decimal(str(rules['holiday_multiplier']))\nbreak_after_hours = rules['break_after_hours']\nbreak_minutes = rules['br\u2026"}, "output": "Command exited with code 0.\n\nCommand output:\n{\r\n \"paid_hours\": {\r\n \"SH-929\": 8.0,\r\n \"SH-968\": 11.0,\r\n \"SH-937\": 7.5,\r\n \"SH-919\": 6.5,\r\n \"SH-959\": 6.0,\r\n \"SH-1004\": 8.5,\r\n \"SH-965\": 7.5,\r\n \"SH-993\": 7.5,\r\n \"SH-973\": 7.0,\r\n \"SH-966\": 7.0,\r\n \"SH-924\": 7.5,\r\n \"SH-977\": 7.5,\r\n \"SH-945\": 7.5,\r\n \"SH-975\": 6.0,\r\n \"SH-938\": 6.0,\r\n \"SH-998\": 6.0,\r\n \"SH-932\": 11.0,\r\n \"SH-921\": 11.5,\r\n \"SH-943\": 8.0,\r\n \"SH-981\": 6.0,\r\n \"SH-1001\": 11.5,\r\n \"SH-956\": 8.0,\r\n \"SH-954\": 7.5,\r\n \"SH-916\": 6.0,\r\n \"SH-925\": 7.5,\r\n \"SH-984\": 11.0,\r\n \"SH-961\": 11.5,\r\n \"SH-951\": 7.0,\r\n \"SH-935\": 7.0,\r\n \"SH-947\": 11.5,\r\n \"SH-990\": 6.0,\r\n \"SH-969\": 7.0,\r\n \"SH-939\": 11.5,\r\n \"SH-909\": 7.5,\r\n \"SH-912\": 7.0,\r\n \"SH-982\": 7.5,\r\n \"SH-994\": 6.0,\r\n \"SH-926\": 8.0,\r\n \"SH-1005\": 9.0,\r\n \"SH-986\": 6.0\r\n },\r\n \"overtime_hours\": {\r\n \"CW-50\": 2.0,\r\n \"CW-55\": 5.5,\r\n \"CW-57\": 0.0,\r\n \"CW-61\": 3.0\r\n },\r\n \"pay\": {\r\n \"CW-50\": 1258.6,\r\n \"CW-55\": 964.1,\r\n \"CW-57\": 989.1,\r\n \"CW-61\": 1278.0\r\n },\r\n \"total\": 4489.8\r\n}\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 42, "state": "DONE", "step_type": "agent_response", "duration_seconds": 3.757259822, "usage": {"input_tokens": 4876, "output_tokens": 988, "thinking_tokens": 189, "cache_read_tokens": 44787, "total_tokens": 5864}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 43, "state": "ACTIVE", "step_type": "tool", "tool_name": "write_file", "tool_info": {"name": "write_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/out/payroll.json"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 43, "state": "DONE", "step_type": "tool", "tool_name": "write_file", "duration_seconds": 0.035286119, "tool_info": {"name": "write_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/out/payroll.json"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 44, "state": "DONE", "step_type": "agent_response", "duration_seconds": 2.987367887, "usage": {"input_tokens": 5943, "output_tokens": 94, "thinking_tokens": 34, "cache_read_tokens": 44784, "total_tokens": 6037}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 45, "state": "ACTIVE", "step_type": "tool", "tool_name": "read_file", "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/out/payroll.json"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 45, "state": "DONE", "step_type": "tool", "tool_name": "read_file", "duration_seconds": 0.036518043, "tool_info": {"name": "read_file", "parameters": {"Path": "/home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/out/payroll.json"}, "output": "57 lines, 1010 bytes"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 46, "state": "DONE", "step_type": "agent_response", "duration_seconds": 2.695246885, "usage": {"input_tokens": 2945, "output_tokens": 293, "thinking_tokens": 23, "cache_read_tokens": 48852, "total_tokens": 3238}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 47, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport json\n\nwith open('out/payroll.json') as f:\n data = json.load(f)\n\nassert set(data.keys()) == {'paid_hours', 'overtime_hours', 'pay', 'total'}, 'Top-level keys mismatch'\nassert len(data['paid_hours']) == 40, f'Expected 40 paid shifts, got {len(data[\\\"paid_hours\\\"])}'\nassert set(data['overtime_hours'].keys()) == {'CW-50', 'CW-55', 'CW-57', 'CW-61'}, 'Worker ids mismatch in overtime_hours'\nassert set(data['pay'].keys()) == {'CW-50', 'CW-55', 'CW-57', 'CW-61'}, 'Worker ids mismatch in pay'\n\u2026"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 47, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.327504395, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "python3 -c \"\nimport json\n\nwith open('out/payroll.json') as f:\n data = json.load(f)\n\nassert set(data.keys()) == {'paid_hours', 'overtime_hours', 'pay', 'total'}, 'Top-level keys mismatch'\nassert len(data['paid_hours']) == 40, f'Expected 40 paid shifts, got {len(data[\\\"paid_hours\\\"])}'\nassert set(data['overtime_hours'].keys()) == {'CW-50', 'CW-55', 'CW-57', 'CW-61'}, 'Worker ids mismatch in overtime_hours'\nassert set(data['pay'].keys()) == {'CW-50', 'CW-55', 'CW-57', 'CW-61'}, 'Worker ids mismatch in pay'\n\u2026"}, "output": "Command exited with code 0.\n\nCommand output:\nValidation passed successfully!\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 48, "state": "DONE", "step_type": "agent_response", "duration_seconds": 1.913586727, "usage": {"input_tokens": 3336, "output_tokens": 110, "thinking_tokens": 67, "cache_read_tokens": 48844, "total_tokens": 3446}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 49, "state": "ACTIVE", "step_type": "tool", "tool_name": "run_command", "tool_info": {"name": "run_command", "parameters": {"CommandLine": "ls -la out/ ask/"}}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 49, "state": "DONE", "step_type": "tool", "tool_name": "run_command", "duration_seconds": 0.342168141, "tool_info": {"name": "run_command", "parameters": {"CommandLine": "ls -la out/ ask/"}, "output": "Command exited with code 0.\n\nCommand output:\nask/:\r\ntotal 8\r\ndrwxr-xr-x 2 bob bob 4096 Oct 23 05:55 .\r\ndrwxr-xr-x 4 bob bob 4096 Oct 23 05:55 ..\r\n\r\nout/:\r\ntotal 12\r\ndrwxr-xr-x 2 bob bob 4096 Oct 23 06:00 .\r\ndrwxr-xr-x 4 bob bob 4096 Oct 23 05:55 ..\r\n-rw-r--r-- 1 bob bob 1010 Oct 23 06:00 payroll.json\r\n"}}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "The care home's payroll for the two-"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "week period has been calculated and written to ["}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "payroll.json](file:///ho"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "me/bob/useca"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "se-runs/b2930/out/agy/"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "gemini-3.8-flash-medium/b29h03/work/"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "out/payroll.json).\n\n### Summary of Results\n- **O"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "vertime Hours**:\n - `CW-50`: 2.0 hr"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "s\n - `CW-55`: 5.5 hrs\n "}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": " - `CW-57`: 0.0"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": " hrs\n - `CW-61`: 3.0 hrs\n- **Pay**:\n - `CW-50`: \u00a31,258.60"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "\n - `CW-55`"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": ": \u00a3964.10\n - `CW-57`: \u00a3989.10\n - `CW-"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "ACTIVE", "step_type": "agent_response", "text_delta": "61`: \u00a31,278.00\n- **Total Payroll**: \u00a34,489.80"}}
{"event": "step_update", "step_update": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "step_index": 50, "state": "DONE", "step_type": "agent_response", "text_delta": "\n", "duration_seconds": 2.243035244, "usage": {"input_tokens": 3691, "output_tokens": 262, "thinking_tokens": 36, "cache_read_tokens": 48837, "total_tokens": 3953}}}
{"event": "result", "result": {"conversation_id": "f8d16438-835c-4249-b5af-908ebec53917", "status": "SUCCESS", "response": "The care home's payroll for the two-week period has been calculated and written to [payroll.json](file:///home/bob/usecase-runs/b2930/out/agy/gemini-3.8-flash-medium/b29h03/work/out/payroll.json).\n\n### Summary of Results\n- **Overtime Hours**:\n - `CW-50`: 2.0 hrs\n - `CW-55`: 5.5 hrs\n - `CW-57`: 0.0 hrs\n - `CW-61`: 3.0 hrs\n- **Pay**:\n - `CW-50`: \u00a31,258.60\n - `CW-55`: \u00a3964.10\n - `CW-57`: \u00a3989.10\n - `CW-61`: \u00a31,278.00\n- **Total Payroll**: \u00a34,489.80\n", "duration_seconds": 113.843541863, "num_turns": 1, "usage": {"input_tokens": 181284, "output_tokens": 25712, "thinking_tokens": 17478, "cache_read_tokens": 545296, "total_tokens": 206996}}}