Jose Romero

← All benchmarks← Back to the post

BENCHMARK COMPARISON

Qwen 3.8 Flash-Next: Halogen vs llama.cpp

Outcomes, generation speed and the settings behind them. Explore the run evidence only when you need it.

How often did each harness pass?

Bar length shows the share of runs that passed every checkpoint. Counts keep different sample sizes visible.

dsh

llama.cpp
6/6 passed
Halogen Flash Server
22/24 passed

opencode

llama.cpp
6/6 passed
Halogen Flash Server
24/24 passed

pi

llama.cpp
5/6 passed
Halogen Flash Server
20/24 passed

Does generation slow as context grows?

Mean request generation rate in four context bands. One common scale, starting at zero.

llama.cpp (solid)Halogen Flash Server (dashed)
Generation speed by context bandShared zero-based tokens-per-second scale. Exact means and request counts are in the adjacent expandable table.010203040Tokens per second<25k25-50k50-75k75k+Context tokens at each requestllama.cpp: 17.8 tok/s, 232 requestsllama.cpp: 13.2 tok/s, 123 requestsllama.cpp: 9.8 tok/s, 59 requestsllama.cpp: 8.2 tok/s, 18 requestsHalogen Flash Server: 39.5 tok/s, 927 requestsHalogen Flash Server: 37.8 tok/s, 528 requestsHalogen Flash Server: 37.2 tok/s, 129 requestsHalogen Flash Server: 37.8 tok/s, 33 requests

Each eligible request has equal weight; outputs shorter than eight tokens are excluded. This is a different aggregation from the mean per-run speed above. Lines connect band means, not a continuous fitted model. No request observations means no point.

Exact values and request counts
Contextllama.cppHalogen Flash Server
<25k17.8 tok/s · 232 requests39.5 tok/s · 927 requests
25-50k13.2 tok/s · 123 requests37.8 tok/s · 528 requests
50-75k9.8 tok/s · 59 requests37.2 tok/s · 129 requests
75k+8.2 tok/s · 18 requests37.8 tok/s · 33 requests

What changed between campaigns?

Settingllama.cppHalogen Flash Server
Model fileQwen3.8-Flash-Next-UD-IQ4_XS-00001-of-00003.ggufqwen38-flash-next-w4b.hgn + overlay
QuantizationSee model fileW4B + quality overlay
Backendb1-ca3d5a3ROCm/HIP, Docker, gfx1151
Context limit131072163840
SpeculationNot recordedMTP draft head, depth 1 (HALOGEN_DRAFTER_DEFAULT=1); prompt lookup off under sampling
Time caps120 min cap on every task (campaign override): xhigh thinks several times longer than medium; n=160 min cap on every task (campaign override); n=4 per (harness, task). Video 043 ran the same tasks on stock llama.cpp with 120-min caps and n=1: compare with care
Setup details

Campaigns test settings, expand for the full record

Full setup record
folder 2026-09-16-v024-flashnext-iq4xs-think-xhigh-3h
labelQwen3.8-Flash-Next UD-IQ4_XS (93.7 GB, the top quant that fits 128 GB), thinking xhigh (the template default), stock llama.cpp master (Aug 28, Vulkan, RADV), flash attention on, ctx 131072, samplers pinned server-side to the model card thinking set 1.0/0.95/20/0, inline think blocks
model fileQwen3.8-Flash-Next-UD-IQ4_XS-00001-of-00003.gguf
hugging facehttps://huggingface.co/unsloth/Qwen3.8-Flash-Next-GGUF
suite version0.2.4 current
run dates2026-09-16 03:50 to 2026-09-16 13:23
context length131072
serverb1-ca3d5a3
samplingtemperature=1.0, top_p=0.95, top_k=20, min_p=0.0, repeat_penalty=1.0
thinking modexhigh (template default); every earlier harness campaign ran medium at temp 0.6, so compare with care; ~7590 think tok avg per run
speculative / mtpnone
timeouts120 min cap on every task (campaign override): xhigh thinks several times longer than medium; n=1
harnessespi 0.73.1 · dsh 0.1.1-rc.2 · opencode 1.18.25
runs18 runs, n=1 per (harness, task)
platformLinux-7.2.5-1-cachyos-x86_64-with-glibc2.44
Full setup record
folder 2026-09-16-v025-flashnext-halogen-w4b-think-xhigh-n4-60m
labelQwen3.8-Flash-Next on Halogen Flash Server 0.11.3 (W4B checkpoint + quality overlay, 118 GB; ROCm in Docker on the same 128 GB Strix Halo), thinking xhigh, MTP draft head on, ctx 163840, samplers server-side 1.0/0.95/20/0, requests logged by the metrics proxy
model fileqwen38-flash-next-w4b.hgn + overlay
quant / sizeQ4C-P 4-bit + 8-bit overlay, 5.53 bpw · 125B total / 6B active + 51B n-gram table · qwen3.8-flash-next
hugging facehttps://huggingface.co/peonist-ai/halogen-qwen3.8-flash-next
suite version0.2.4 current
run dates2026-09-17 00:13 to 2026-09-17 12:13
context length163840
serverHalogen Flash Server 0.11.3 (closed-source container, ROCm)
engine settingsimage=ghcr.io/peonist-ai/halogen-flash-server:0.11.3, backend=ROCm/HIP, Docker, gfx1151, checkpoint=W4B + quality overlay, drafter=MTP head, HALOGEN_CTX=163840, HALOGEN_KV_POOL_POSITIONS=262144, HALOGEN_KV_SLOTS=1, HALOGEN_REASONING_EFFORT=xhigh
samplingtemperature=1.0, top_p=0.95, top_k=20, min_p=0 (server-side defaults (HALOGEN_TEMPERATURE/TOP_P/TOP_K/MIN_P), the model card's thinking set; harnesses send no sampling fields)
thinking modexhigh (template default); reasoning returned as reasoning_content, counted from the harness session stores; ~9837 think tok avg per run
speculative / mtpMTP draft head, depth 1 (HALOGEN_DRAFTER_DEFAULT=1); prompt lookup off under sampling
timeouts60 min cap on every task (campaign override); n=4 per (harness, task). Video 043 ran the same tasks on stock llama.cpp with 120-min caps and n=1: compare with care
harnessespi 0.73.1 · dsh 0.1.1-rc.2 · opencode 1.18.25
runs72 runs, n=4 per (harness, task)
platformLinux-7.2.5-1-cachyos-x86_64-with-glibc2.44

Inspect the run evidence

Prompts, failures, output files and machine checkpoints are preserved below. Expand a task to explore it.

Cold fix: prompts, checkpoints and individual runs

Cold fix

14/15 resolved · mean 93 · 3.0 min avg · timeout 20 min
Two planted defects in different layers of a small stock ledger; one shows only through integration tests. Hidden edge tests catch fixes in the wrong layer; the tree must stay clean.
prompt ab20b1a6b1 · commit 35a9b01 LATEST · task content 81be8e28c6 LATEST
the exact prompt these runs saw
The test suite in this project is failing. Run it, find the root causes, and fix them.

Rules:
- Do not modify anything under tests/ or data/. The tests describe the intended behavior and they are correct.
- Fix the underlying defects, not the symptoms. Making a test pass by special-casing it is not a fix.
- Keep the change as small as the fixes allow, and leave the tree clean: no scratch files, no edits outside the modules that are actually defective.
- You are done when the full test suite passes.
scoring key: how the 100 points split
failing tests pass 25full visible suite 20hidden ledger edges 20hidden loader edges 15footprint clean 20
what each checkpoint verifies
  • failing tests pass: the four visible failing tests pass
  • full visible suite: the whole visible suite passes (nothing else broke)
  • hidden ledger edges: hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact
  • hidden loader edges: hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays
  • footprint clean: only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)
dsh llama.cpp · Run 1Passed7.7 min
Score
100 / 100
Elapsed time
7.7 min
Turns
1
Tool calls
19
Generation
15.6 tok/s
Peak context
19,477
Output tokens
5299
Thinking tokens
~2374

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 7, read: 10, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    Changes are limited to the shipment branch in ledger.py and the ship branch in loader.py, with no surrounding code rewritten.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    No prints, commented-out code, or scratch files appear in the diff or transcript.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The new comment in ledger.py correctly states shipments never change average cost, matching the code and class docstring.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    Transcript confirms a final pytest run with 18 passed after the last edit.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    Only ledger.py and loader.py are modified; no changes to pricing.py, report.py, or tests.

opencode llama.cpp · Run 1Passed8.2 min
Score
100 / 100
Elapsed time
8.2 min
Turns
13
Tool calls
20
Generation
15.2 tok/s
Peak context
20,184
Output tokens
5412
Thinking tokens
~2602

Model: local/qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 7, read: 11, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only removes the avg-cost recomputation in the ledger ship branch and adds normalize_sku in the loader ship branch, leaving surrounding code untouched.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    No prints, commented-out code, or scratch scripts appear in the diff, and the agent cleaned up __pycache__ dirs.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The ledger docstring states shipments must never change average cost, and the code now only reduces quantity, so they agree.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript shows a final full pytest run after the last edit with all 18 tests passing before declaring done.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    Only ledger.py and loader.py are modified; no changes to pricing.py, report.py, or tests.

pi llama.cpp · Run 1Passed4.9 min
Score
100 / 100
Elapsed time
4.9 min
Turns
10
Tool calls
13
Generation
18.2 tok/s
Peak context
12,608
Output tokens
3929
Thinking tokens
~1833

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 11, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    Changes are limited to the shipment branch in ledger.py and the ship branch in loader.py, with no surrounding code rewritten.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    No prints, commented-out code, or scratch scripts appear in the diff.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The new comments accurately describe that shipments only reduce quantity and unit_cost_cents is informational, matching the code behavior.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states the full suite passed 18/18 after the edits and before declaring done.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    Only ledger.py and loader.py are modified; pricing.py, report.py, and tests are untouched.

dsh Halogen Flash Server · Run 1Passed3.2 min
Score
100 / 100
Elapsed time
3.2 min
Turns
1
Tool calls
18
Generation
38.6 tok/s
Peak context
20,688
Output tokens
5542
Thinking tokens
~2632

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 5, str_replace_editor: 10, read: 1, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only removes the incorrect cost calculation in the ledger shipment branch and adds SKU normalization in the loader ship branch, leaving surrounding code untouched.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    The diff contains no print statements, commented-out code, or scratch scripts.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The code now aligns with the documented behavior that shipments do not change average cost and that SKUs are normalized for all rows.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states that the full test suite passed (18/18) after the changes.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to the two defective files and contains no refactors or changes to pricing.py, report.py, or tests.

dsh Halogen Flash Server · Run 2Passed3.4 min
Score
100 / 100
Elapsed time
3.4 min
Turns
1
Tool calls
23
Generation
37.4 tok/s
Peak context
20,823
Output tokens
5570
Thinking tokens
~2173

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 10, read: 9, todo_write: 2, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only removes the incorrect cost calculation in the ledger shipment branch and adds SKU normalization in the loader ship branch, leaving surrounding code untouched.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    The diff contains no print statements, commented-out code, or scratch scripts.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The changes align the code with the documented behavior (shipments do not change average cost; SKUs are normalized), removing the contradiction.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'Full suite passes (18/18)' after the fixes were applied.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to stockroom/ledger.py and stockroom/loader.py, with no changes to pricing.py, report.py, or tests.

dsh Halogen Flash Server · Run 3Missed checkpoints0.2 min
Score
0 / 100
Elapsed time
0.2 min
Turns
1
Tool calls
0
Generation
34.8 tok/s
Peak context
7,908
Output tokens
78
Thinking tokens
~15
missed failing tests pass (25), full visible suite (20), hidden ledger edges (20), hidden loader edges (15), footprint clean (20)
  • visible failing tests still fail: 4 failed in 0.02s
  • hidden ledger edges: 3 failed, 3 passed in 0.01s
  • hidden loader edges: 3 failed, 2 passed in 0.01s
touched: nothing (the agent changed no files)

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Missedfailing tests pass (25 points)

    the four visible failing tests pass

  • Missedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Missedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Missedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Missedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff is empty, so no fixes were applied to the defective code paths.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    There is no code in the diff, so no debugging litter is present.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    There are no changes to docstrings or code, so no contradictions were introduced.

  • No The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript is empty, providing no evidence that the test suite was run.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is empty, so no unrelated improvements or refactors were bundled.

dsh Halogen Flash Server · Run 4Passed2.3 min
Score
100 / 100
Elapsed time
2.3 min
Turns
1
Tool calls
13
Generation
38.0 tok/s
Peak context
19,747
Output tokens
3687
Thinking tokens
~1139

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 8, edit: 3, read: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only modifies the specific shipment branch in ledger.py and the ship branch in loader.py without rewriting surrounding logic.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    No prints, commented-out code, or scratch scripts are present in the diff; only a clarifying comment was added.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The added comment in ledger.py correctly explains why the sale price is excluded from the cost basis, aligning with the code change.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'Full suite passes (18/18)' after the fixes were applied.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to stockroom/ledger.py and stockroom/loader.py, with no changes to pricing.py, report.py, or tests.

opencode Halogen Flash Server · Run 1Passed1.9 min
Score
100 / 100
Elapsed time
1.9 min
Turns
16
Tool calls
15
Generation
39.4 tok/s
Peak context
15,960
Output tokens
2791
Thinking tokens
~1478

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 5, read: 8, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only removes the erroneous moving average calculation in the ledger ship branch and adds normalize_sku to the loader ship branch, leaving surrounding code untouched.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    The diff contains no print statements, commented-out code, or scratch scripts.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    No docstrings or comments were modified or left in a contradictory state; the changes align with the described logic.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'All 18 tests pass' after applying the fixes.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to stockroom/ledger.py and stockroom/loader.py, with no changes to pricing.py, report.py, or tests.

opencode Halogen Flash Server · Run 2Passed2.4 min
Score
100 / 100
Elapsed time
2.4 min
Turns
13
Tool calls
18
Generation
39.8 tok/s
Peak context
17,732
Output tokens
4252
Thinking tokens
~2817

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 6, read: 10, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only removes the incorrect moving average calculation in the ledger ship branch and adds SKU normalization in the loader ship branch, leaving surrounding code untouched.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    The diff contains no print statements, commented-out code, or scratch scripts.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    No docstrings or comments were modified or left in a state that contradicts the new code behavior.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'All 18 tests pass' after the fixes were applied.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to stockroom/ledger.py and stockroom/loader.py, with no changes to pricing.py, report.py, or tests.

opencode Halogen Flash Server · Run 3Passed1.9 min
Score
100 / 100
Elapsed time
1.9 min
Turns
18
Tool calls
17
Generation
40.6 tok/s
Peak context
16,908
Output tokens
2906
Thinking tokens
~1615

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 7, read: 8, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only removes the erroneous moving average calculation in ledger.py and adds normalize_sku in loader.py, leaving surrounding code untouched.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    The diff contains no print statements, commented-out code, or scratch scripts.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The changes align the code with the documented behavior (shipments reduce quantity only; SKUs are normalized), and no contradicting comments remain in the diff.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'All 18 tests pass' after the fixes were applied.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to the two specific defect fixes in ledger.py and loader.py, with no changes to pricing.py, report.py, or tests.

opencode Halogen Flash Server · Run 4Passed1.7 min
Score
100 / 100
Elapsed time
1.7 min
Turns
12
Tool calls
17
Generation
40.9 tok/s
Peak context
16,351
Output tokens
2918
Thinking tokens
~1448

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 6, read: 9, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only removes the moving average calculation in the shipment branch of ledger.py and adds normalize_sku to the ship branch in loader.py, leaving surrounding code untouched.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    The diff contains no print statements, commented-out code, or scratch scripts.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The code changes align with the documented behavior (SKU normalization and unchanged cost basis on shipment), removing the contradictory logic.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'Full suite passes (18/18)' after identifying the fixes.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to the two specific files and lines required for the fix, with no changes to pricing.py, report.py, or tests.

pi Halogen Flash Server · Run 1Passed1.4 min
Score
100 / 100
Elapsed time
1.4 min
Turns
11
Tool calls
10
Generation
38.7 tok/s
Peak context
9,072
Output tokens
2245
Thinking tokens
~758

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 8, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only modifies the specific shipment branch in ledger.py and the ship branch in loader.py without altering surrounding logic.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    No print statements, commented-out code, or scratch scripts are present in the diff.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The added comment in ledger.py correctly explains that shipments do not affect cost basis, aligning with the removed moving_average call.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'All 18 tests pass' after describing the fixes.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to stockroom/ledger.py and stockroom/loader.py, with no changes to pricing.py, report.py, or tests.

pi Halogen Flash Server · Run 2Passed1.3 min
Score
100 / 100
Elapsed time
1.3 min
Turns
10
Tool calls
9
Generation
38.5 tok/s
Peak context
11,145
Output tokens
2114
Thinking tokens
~858

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 7, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only removes the erroneous cost update in the ledger shipment branch and adds SKU normalization in the loader ship branch, leaving surrounding code untouched.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    The diff contains no print statements, commented-out code, or scratch files; the transcript confirms no scratch files remain.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The changes align the code with the documented behavior (shipments do not alter cost basis, SKUs are normalized), and no contradicting comments are left in the diff.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'All 18 tests pass' after describing the fixes, indicating the test suite was run after the final edits.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to ledger.py and loader.py; no changes are made to pricing.py, report.py, or tests, and no unrelated refactors are present.

pi Halogen Flash Server · Run 3Passed1.4 min
Score
100 / 100
Elapsed time
1.4 min
Turns
9
Tool calls
16
Generation
39.5 tok/s
Peak context
9,445
Output tokens
2672
Thinking tokens
~927

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 4, read: 10, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only modifies the specific shipment logic in ledger.py and the SKU normalization in loader.py without rewriting surrounding code.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    The diff contains no print statements, commented-out code, or scratch files; only a clarifying comment was added.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The added comment 'Shipments leave the cost basis... untouched' accurately describes the new behavior of not updating _avg_cost.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'All 18 tests pass' after describing the fixes, indicating the suite was run after the final edits.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to stockroom/ledger.py and stockroom/loader.py, with no changes to pricing.py, report.py, or tests.

pi Halogen Flash Server · Run 4Passed2.6 min
Score
100 / 100
Elapsed time
2.6 min
Turns
15
Tool calls
14
Generation
39.5 tok/s
Peak context
12,348
Output tokens
5004
Thinking tokens
~2136

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedfailing tests pass (25 points)

    the four visible failing tests pass

  • Passedfull visible suite (20 points)

    the whole visible suite passes (nothing else broke)

  • Passedhidden ledger edges (20 points)

    hidden ledger tests pass: shipments never move the cost basis, sell-out and restart, loss sales, overship leaves state intact

  • Passedhidden loader edges (15 points)

    hidden loader tests pass: SKU normalization agrees in both directions, mixed-case export replays

  • Passedfootprint clean (20 points)

    only stockroom/ledger.py and stockroom/loader.py changed; tests/, data/, README untouched; no stray files (needs c1)

Tool use: bash: 10, edit: 4

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Each fix is confined to the defective code path (the ledger shipment branch, the loader ship branch), with no rewrites of surrounding code.

    The diff only modifies the specific shipment branch in ledger.py and the ship branch in loader.py without altering surrounding logic.

  • Yes No debugging litter left behind (prints, commented-out code, scratch scripts).

    No print statements, commented-out code, or scratch scripts are present in the diff.

  • Yes The docstrings and the code agree after the change (no contradicting comment left in place).

    The added comment in ledger.py correctly explains that shipments do not change the average cost, aligning with the removed code and the stated invariant.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript explicitly states 'All 18 tests pass' after the fixes were applied.

  • Yes No unrelated "improvements" bundled into the diff (no refactors of pricing.py, report.py, or tests).

    The diff is limited to stockroom/ledger.py and stockroom/loader.py, with no changes to pricing.py, report.py, or tests.

Logsift: prompts, checkpoints and individual runs

Logsift

13/15 resolved · mean 95 · 24.8 min avg · timeout 25 min
Write a multi-file log analyzer from a precise spec: strict line validation, calendar-checked timestamps, repeatable filters, per-file JSON rollups, exit codes
prompt e0806ba9b5 · commit 7b98f05 LATEST · task content f45b10dc77 LATEST
the exact prompt these runs saw
Build a command-line log analyzer in this directory as a single file named logsift.py, runnable with Python 3 standard library only:

    python3 logsift.py [OPTIONS] FILE [FILE ...]

One or more log files are given. All of them are read and analyzed together as one stream: matching entries and malformed lines are counted across all files. A file given twice is read twice.

Input format, one entry per line:

    <timestamp> <LEVEL> <component>: <message>

Lines are separated by "\n". A final "\n" at the end of a file does not start another line (an empty file has zero lines). Before a line is matched, one trailing "\r" is removed if present, so files with CRLF line endings behave exactly like LF files. After that, the line must match the shape above exactly, with a single space between the fields:

- <timestamp> is UTC in the form YYYY-MM-DDTHH:MM:SSZ, exactly 20 characters, and it must be a real calendar instant: the date must exist in the Gregorian calendar (Feb 29 only in leap years), hour 00-23, minute 00-59, second 00-59. So 2026-02-30T10:00:00Z and 2026-03-14T24:00:00Z are not valid timestamps. Fractional seconds, a timezone offset instead of Z, a lowercase z, or a space instead of T are not valid either.
- <LEVEL> is exactly one of DEBUG, INFO, WARN, ERROR, in uppercase. Warn and warn are not levels.
- <component> is one or more non-space characters, immediately followed by a literal ": " (colon, space). The component cannot be empty.
- <message> is everything after that ": " and must be non-empty. It may contain any characters, including more colons, and a message made only of spaces still counts as non-empty.

Any line that does not match (including an empty line, a line of only whitespace, a line with a leading space, or a tab between fields) is malformed. Malformed lines are only ever counted as malformed; filters never apply to them.

Options:
- --min-level LEVEL   keep only entries at or above LEVEL (severity order: DEBUG < INFO < WARN < ERROR)
- --since TS          keep only entries with timestamp >= TS (inclusive)
- --until TS          keep only entries with timestamp <= TS (inclusive)
- --component NAME    keep only entries of that component (exact match). May be given more than once: an entry then matches if its component equals any of the given names.
- --top N             how many pairs "top_components" holds in JSON output (default 3)
- --json              JSON output mode (see below)

LEVEL must be exactly one of the four level names, uppercase. TS must be a valid timestamp by the same rule as the log lines. --since greater than --until is allowed and simply matches nothing. N must be a positive integer: one or more decimal digits with a value of at least 1 (so 0, -1, 2.0 and x are all rejected). --top is checked even when --json is not given.

"Matching entries" means well-formed lines that pass every given filter.

Default output (no --json), exactly these seven lines in this order, one per line:

    DEBUG <count>
    INFO <count>
    WARN <count>
    ERROR <count>
    components <number of distinct components among matching entries>
    malformed <count of malformed lines across all files>
    files <number of FILE arguments given, counting repeats>

where each level count is the number of matching entries of that level. So `logsift.py x.log x.log` ends with the line `files 2`.

JSON output (--json): print a single JSON object with exactly these eight keys:
- "counts": object mapping each of the four level names to its matching-entry count (all four keys always present)
- "components": object mapping each component name that appears among matching entries to its matching-entry count
- "malformed": malformed line count across all files
- "malformed_by_file": object mapping each FILE, exactly as written on the command line, to the number of malformed lines read from it. Every FILE given appears, even with 0 malformed lines. A file given twice is read twice and appears once, with both readings summed. "malformed" stays the sum of all readings.
- "first_ts": the smallest (earliest) timestamp among matching entries, as a string; null if there are none
- "last_ts": the largest (latest) timestamp among matching entries, as a string; null if there are none
- "by_hour": object mapping "YYYY-MM-DDTHH" (the first 13 characters of the timestamp) to the number of matching entries in that UTC hour; only hours with at least one matching entry appear
- "top_components": list of up to N [name, count] pairs (N from --top, default 3) for the components with the most matching entries, sorted by count descending, then by name ascending (plain string order). Ties matter: when several components share a count, the alphabetically earlier names are the ones kept. Empty list when nothing matches.

Files are not guaranteed to be in time order, neither within a file nor across files.

Exit codes:
- 0 on success
- 2 if any FILE does not exist or cannot be read, or if no FILE is given at all
- 3 if --min-level is given a value that is not one of the four level names
- 4 if --since or --until is given a value that is not a valid timestamp
- 5 if --top is given a value that is not a positive integer

Checks happen in this order and the first failure decides the exit code: --min-level (3), then --since and --until (4), then --top (5), then the files (2). "No FILE given at all" is a file check, so it comes last as well. Option values are checked before any file is opened, and every file is checked before anything is printed. On any non-zero exit, stdout stays empty and a short message goes to stderr. Error text never goes to stdout.

A sample.log is provided to try against. You are done when logsift.py implements all of the above.
scoring key: how the 100 points split
runs and summary format 10filters correct 20json core 20malformed and validation 20multi file and rankings 20exit codes 10
what each checkpoint verifies
  • runs and summary format: default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)
  • filters correct: --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)
  • json core: --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)
  • malformed and validation: CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order
  • multi file and rankings: two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s
  • exit codes: exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success
dsh llama.cpp · Run 1Passed100.5 min
Score
100 / 100
Elapsed time
100.5 min
Turns
1
Tool calls
39
Generation
10.4 tok/s
Peak context
79,811
Output tokens
56167
Thinking tokens
~11225

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 24, write: 3, edit: 9, read: 3

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only logsift.py as a new file, and the transcript confirms the 407-check suite was deleted leaving only logsift.py and sample.log.

  • Yes Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    parse_line is a standalone function that returns a 4-tuple or None, fully separated from the counting loop in analyze().

  • No Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity uses a hand-rolled DAYS_IN_MONTH table with a manual leap-year rule (valid_instant), not a datetime or equivalent real calendar check.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    analyze() iterates each line once, updating dict counts, running min/max, and per-file malformed tallies in the same pass with no repeated scans.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    validate() checks --min-level, --since/--until, --top in order with correct exit codes, no-file exits 2, all errors go to stderr, and the transcript confirms sample.log was run and cross-checked.

opencode llama.cpp · Run 1Passed21.1 min
Score
100 / 100
Elapsed time
21.1 min
Turns
18
Tool calls
18
Generation
14.6 tok/s
Peak context
30,852
Output tokens
15909
Thinking tokens
~7721

Model: local/qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 7, read: 3, write: 1, edit: 7

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff adds a stray __pycache__/logsift.cpython-314.pyc binary file alongside logsift.py, so the workspace is not a clean single-file solution.

  • Yes Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    parse_line is a standalone function returning a 4-tuple or None (malformed marker), fully separated from the counting/output code in main.

  • Yes Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    valid_ts first enforces exact shape via TS_RE, then constructs a datetime(...) and catches ValueError, a real calendar check (e.g. rejects 2024-02-29-style invalid dates).

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    A single loop over each file's lines does dict lookups, running first/last ts, and per-file malformed tallies in the same pass with no repeated scans.

  • No Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Validation order and stderr/exit codes are implemented correctly, but the transcript shows no actual execution of the tool against sample.log (only planning/notes), so the 'ran it at least once' requirement is not evidenced.

pi llama.cpp · Run 1Passed67.4 min
Score
100 / 100
Elapsed time
67.4 min
Turns
46
Tool calls
45
Generation
12.4 tok/s
Peak context
63,697
Output tokens
41716
Thinking tokens
~12999

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 30, write: 4, edit: 8, read: 3

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only logsift.py was created, with no stray files or scratch logs in the workspace.

  • No Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is not in one clearly separated parse function; it is interleaved in the analyze() loop with regex matching, timestamp checks, and counting code.

  • Yes Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity uses datetime.datetime construction behind the TS_RE exact-shape check, not a hand-rolled month table.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The counting pass is single-pass and linear with dict lookups, running min/max, and per-file malformed tally kept during the same pass.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the stated order (min-level, since/until, top, no FILE), all errors write to stderr with correct exit codes, and the transcript confirms the tool was run against sample.log.

dsh Halogen Flash Server · Run 1Passed22.3 min
Score
100 / 100
Elapsed time
22.3 min
Turns
1
Tool calls
23
Generation
37.4 tok/s
Peak context
61,923
Output tokens
45090
Thinking tokens
~17866

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 15, read: 2, write: 4, glob: 1, edit: 1

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only logsift.py was created, and the transcript confirms test harnesses were removed, leaving it as the only new file.

  • No Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is not in a single separated parse function; it is interleaved within the analyze loop using regex matching and a separate is_valid_timestamp call, with counting logic mixed in the same block.

  • No Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity is checked using a hand-rolled table of month lengths (DAYS_IN_MONTH) and manual leap year logic, not a real calendar check via datetime or equivalent.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The analyze function performs a single pass over the files, updating counts, min/max, and malformed tallies in the same loop without repeated scans.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Validation order is correct (min-level, since/until, top, no file), errors go to stderr with specified exit codes, and the transcript confirms the tool was run against sample.log.

dsh Halogen Flash Server · Run 2Passed28.0 min
Score
100 / 100
Elapsed time
28.0 min
Turns
1
Tool calls
43
Generation
38.1 tok/s
Peak context
83,472
Output tokens
56461
Thinking tokens
~20340

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 26, read: 3, write: 4, edit: 10

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff includes new files _tests/fuzz.py and _tests/run_tests.py, violating the single-file solution requirement.

  • Yes Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    The transcript describes a separated parse function (ENTRY_RE and is_valid_ts) that returns structured entries or malformed markers, distinct from counting logic.

  • Yes Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    The transcript states that manual leap-year/day/hour/min/sec bounds confirm a real calendar instant behind an exact-shape check, satisfying the requirement for a real calendar check.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The transcript describes a single-pass pipeline where counting, min/max, and malformed tallies are kept during the same pass without repeated scans.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    The transcript confirms option validation follows the mandated order, errors go to stderr with specified exit codes, and the tool was verified against sample logs and fuzz tests.

dsh Halogen Flash Server · Run 3Missed checkpoints6.3 min
Score
30 / 100
Elapsed time
6.3 min
Turns
1
Tool calls
7
Generation
36.1 tok/s
Peak context
23,923
Output tokens
12505
Thinking tokens
~7604
missed json core (20), malformed and validation (20), multi file and rankings (20), exit codes (10)
  • c3 [--json] on b.log: exit 1, want 0 (TypeError: slice indices must be integers or None or have an __index__ method)
  • c3 [--json --min-level ERROR] on b.log: exit 1, want 0 (TypeError: slice indices must be integers or None or have an __index__ method)
  • c3 [--json --component cache --min-level DEBUG] on b.log: exit 1, want 0 (TypeError: slice indices must be integers or None or have an __index__ method)
  • c3 [--json --since 2026-03-15T00:01:01Z --until 2026-03-15T00:01:01Z] on b.log: exit 1, want 0 (TypeError: slice indices must be integers or None or have an __index__ method)
  • c3 [--json --since 2026-03-16T23:53:42Z --until 2026-03-15T00:01:01Z] on b.log: exit 1, want 0 (TypeError: slice indices must be integers or None or have an __index__ method)
  • c3 [--json --component nosuchcomponent] on b.log: exit 1, want 0 (TypeError: slice indices must be integers or None or have an __index__ method)
touched: logsift.py

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Missedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Missedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Missedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Missedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 4, write: 1, edit: 2

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only logsift.py was created, with no stray files or scratch logs.

  • Yes Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    parse_entry is a distinct function that returns a tuple or None, separate from counting logic in Stats and analyze.

  • No Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validation uses a hand-rolled MONTH_DAYS table and is_leap_year function instead of datetime or equivalent.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The analyze function performs a single pass over each file, updating stats (dict lookups, running min/max, malformed tally) in the same loop.

  • No Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    The transcript is empty, so there is no evidence the agent ran the tool against sample.log before finishing.

dsh Halogen Flash Server · Run 4Passed16.8 min
Score
100 / 100
Elapsed time
16.8 min
Turns
1
Tool calls
38
Generation
36.8 tok/s
Peak context
53,742
Output tokens
32753
Thinking tokens
~12916

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 17, write: 3, read: 4, edit: 14

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff includes two additional files (difftest_logsift.py and tests_logsift.py) in the workspace, violating the single-file solution requirement.

  • Yes Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is encapsulated in the analyze function's loop using LINE_RE.fullmatch and is_valid_timestamp, returning structured groups or incrementing malformed counters, clearly separated from the counting logic.

  • Yes Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity uses datetime.date for calendar checks behind a strict regex shape check (TS_RE), not a hand-rolled month table.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The analyze function performs a single pass over the file lines, updating counts, min/max, and malformed tallies in the same loop without repeated scans.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the specified order (level, timestamps, top), errors go to stderr with correct exit codes, and the transcript confirms the tool was run against sample.log.

opencode Halogen Flash Server · Run 1Passed11.8 min
Score
100 / 100
Elapsed time
11.8 min
Turns
9
Tool calls
9
Generation
35.6 tok/s
Peak context
33,636
Output tokens
23555
Thinking tokens
~17533

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 5, read: 1, write: 2, edit: 1

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only logsift.py was created, with no stray files or scratch logs in the workspace.

  • No Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is not in a single clearly separated parse function; it is interleaved directly in the counting loop within run(), mixing regex matching, timestamp validation, and counting logic.

  • No Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity uses a hand-rolled DAYS_IN_MONTH table and is_leap() function rather than a real calendar check via datetime or equivalent.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The counting pass is single-pass and linear, using dict lookups, running min/max, and per-file malformed tally all in the same loop over lines.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the stated order (min-level, since/until, top, then file errors), all errors write to stderr with correct exit codes including exit 2 for no FILE, and the transcript confirms the tool was run against sample.log.

opencode Halogen Flash Server · Run 2Passed16.1 min
Score
100 / 100
Elapsed time
16.1 min
Turns
30
Tool calls
30
Generation
35.4 tok/s
Peak context
39,714
Output tokens
27034
Thinking tokens
~13264

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 17, read: 2, write: 5, edit: 6

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only the creation of logsift.py, and the transcript confirms verification was done in [redacted-scratch_path], leaving no stray files in the workspace.

  • Yes Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    The parse_line function is clearly separated and returns a tuple or None, distinct from the counting logic in analyze.

  • Yes Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity is checked using datetime.datetime.strptime behind a regex shape check in is_valid_ts.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The analyze function performs a single pass over the lines, updating counts, min/max, and malformed tallies in the same loop.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the specified order (min-level, since/until, top), errors go to stderr with correct exit codes, and the transcript confirms the tool was run against sample.log.

opencode Halogen Flash Server · Run 3Passed5.5 min
Score
100 / 100
Elapsed time
5.5 min
Turns
10
Tool calls
10
Generation
38.6 tok/s
Peak context
22,172
Output tokens
11296
Thinking tokens
~7291

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 5, read: 1, write: 1, edit: 3

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only the creation of logsift.py with no other files added or modified.

  • No Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is interleaved with counting logic inside the analyze_files loop rather than being in a separate parse function returning a structured entry.

  • Yes Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    The is_valid_ts function uses datetime.datetime constructor to perform a real calendar check after a regex shape check.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The analyze_files function iterates through lines once, updating counts, min/max (via list append for later min/max), and malformed tallies in the same pass.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Validation order is correct (options then files), errors go to stderr with correct exit codes, and the transcript confirms testing against sample.log.

opencode Halogen Flash Server · Run 4Passed14.7 min
Score
100 / 100
Elapsed time
14.7 min
Turns
28
Tool calls
27
Generation
38.1 tok/s
Peak context
45,674
Output tokens
29951
Thinking tokens
~12301

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 20, write: 3, edit: 3, read: 1

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only the creation of logsift.py with no other files added or modified.

  • No Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is not in a single separated parse function; it is interleaved within the analyze loop using ENTRY_RE.fullmatch and is_valid_ts directly.

  • Yes Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity uses a regex shape check followed by a datetime constructor call to verify calendar correctness.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The analyze function performs a single pass over lines, updating counts, components, by_hour, malformed tallies, and min/max timestamps in one loop.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the specified order (min-level, since/until, top, then file errors), errors go to stderr with correct exit codes, and the transcript confirms the tool was run against sample.log.

pi Halogen Flash Server · Run 1Passed21.1 min
Score
100 / 100
Elapsed time
21.1 min
Turns
43
Tool calls
42
Generation
36.9 tok/s
Peak context
49,897
Output tokens
30578
Thinking tokens
~10974

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 24, write: 2, edit: 14, read: 2

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only the creation of logsift.py, and the transcript confirms it is a single-file solution with no stray files.

  • No Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is not isolated in a single parse function returning a structured entry; it is interleaved with counting logic inside the analyze() loop using regex and is_valid_ts.

  • No Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity is checked with a hand-rolled table of month lengths (days_in_month) and manual range checks, not using datetime or an equivalent standard library calendar check.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The analyze() function performs a single pass over the lines, updating counts, min/max, and malformed tallies in the same loop without repeated scans.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the specified order (min-level, since/until, top, files), errors go to stderr with correct exit codes, and the transcript confirms the tool was run against sample.log.

pi Halogen Flash Server · Run 2Missed checkpoints7.9 min
Score
90 / 100
Elapsed time
7.9 min
Turns
18
Tool calls
17
Generation
38.6 tok/s
Peak context
25,719
Output tokens
16374
Thinking tokens
~4386
missed exit codes (10)
  • c6 [--top x --min-level SEVERE] on a.log: exit 5, want 3 (logsift: invalid --top: 'x')
touched: logsift.py

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Missedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 14, write: 1, edit: 2

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only the creation of logsift.py, and the transcript confirms no other files were left in the workspace.

  • Yes Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is isolated in the parse_entry function which returns a tuple or None, separate from the counting logic in analyze.

  • No Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity is checked using a hand-rolled days_in_month function and manual range checks, not a real calendar check via datetime or equivalent library.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The analyze function performs a single pass over the lines, updating counts, min/max timestamps, and malformed tallies in the same loop without repeated scans.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the specified order with correct exit codes, errors are written to stderr, and the transcript confirms the tool was run against sample.log.

pi Halogen Flash Server · Run 3Passed17.4 min
Score
100 / 100
Elapsed time
17.4 min
Turns
38
Tool calls
39
Generation
38.4 tok/s
Peak context
48,069
Output tokens
35077
Thinking tokens
~12253

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 21, write: 4, edit: 11, read: 3

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only logsift.py was created, and the transcript confirms scratch files were kept in [redacted-scratch_path], leaving only logsift.py and sample.log in the workspace.

  • No Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is not in a single clearly separated parse function; it is interleaved directly in the analyze() loop with regex matching and is_valid_ts calls, mixed with counting and filtering logic.

  • No Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity uses a hand-rolled days_in_month table and manual range checks rather than a real calendar check via datetime or equivalent.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The counting pass in analyze() is single-pass and linear, using dict lookups, running min/max, and per-file malformed tally all in the same loop over lines.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the stated order (min-level, since/until, top), file errors exit with code 2, no-FILE exits with code 2, all errors go to stderr, and the transcript confirms the tool was run against sample.log.

pi Halogen Flash Server · Run 4Passed14.9 min
Score
100 / 100
Elapsed time
14.9 min
Turns
34
Tool calls
34
Generation
38.7 tok/s
Peak context
43,233
Output tokens
30250
Thinking tokens
~9143

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedruns and summary format (10 points)

    default run on sample.log exits 0 and prints the seven summary lines in order, ending with the files line (shape only)

  • Passedfilters correct (20 points)

    --min-level, --component, --since, --until text-mode cases on an unsorted file: the six count lines are exact (the files line is scored in c1, c4, c5)

  • Passedjson core (20 points)

    --json parses and counts, components, malformed, first_ts, last_ts are exact (the exact eight-key set and malformed_by_file are scored in c4, c5)

  • Passedmalformed and validation (20 points)

    CRLF file with calendar traps, case-sensitive levels, empty messages and blank lines is counted exactly (all seven text lines, all eight JSON keys); invalid --since/--until values exit 4 in the stated order

  • Passedmulti file and rankings (20 points)

    two files as one stream, a file given twice, repeated --component, --top 1/2/5 with ties, malformed_by_file keyed by file as written (zero-malformed file included), 50,000-line file within 60 s

  • Passedexit codes (10 points)

    exit 2 for a missing file or no file at all, 3 for a bad level, 4 for a bad --since, 5 for --top 0 or --top x, checked in the stated order, all with empty stdout; exit 0 on success

Tool use: bash: 21, write: 3, edit: 9, read: 1

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Single-file solution as specified (logsift.py only, no stray files or scratch logs left in the workspace).

    The diff shows only logsift.py was created, and the transcript confirms test harnesses were moved to [redacted-scratch_path], leaving only logsift.py and sample.log in the workspace.

  • No Line validation lives in one clearly separated parse function that returns a structured entry or a malformed marker, not interleaved with counting or output code.

    Line validation is not in a single clearly separated parse function; it is interleaved within the analyze() loop where regex matching, timestamp validation, and counting/output logic are mixed together.

  • No Timestamp validity is checked with a real calendar check (datetime or equivalent) behind an exact-shape check, not a hand-rolled table of month lengths or a permissive parser alone.

    Timestamp validity uses a hand-rolled days_in_month table and is_leap function rather than a real calendar check via datetime or equivalent library.

  • Yes The counting pass is single-pass and linear (dict lookups, running min/max, per-file malformed tally kept during the same pass), no repeated scans of the entry list.

    The counting pass in analyze() is single-pass and linear, using dict lookups, running min/max for first_ts/last_ts, and per-file malformed tally all within the same loop over lines.

  • Yes Option validation (--min-level, --since/--until, --top) and file errors follow the stated order, every error path writes to stderr only and exits with the specified code (including exit 2 for no FILE), and the agent ran the tool against sample.log at least once before finishing.

    Option validation follows the stated order (min-level→3, since/until→4, top→5, no FILE→2), all errors write to stderr, and the transcript confirms the tool was run against sample.log before finishing.

Shoebox: prompts, checkpoints and individual runs

Shoebox

15/15 resolved · mean 100 · 14.3 min avg · timeout 25 min
consolidate four messy expense exports into one exact report.json
prompt fc5ac813a0 · commit 35a9b01 LATEST · task content 50e4eb387e LATEST
the exact prompt these runs saw
The data/ directory contains expense exports that need to be consolidated into one report.

Source files (everything else in data/ is not an expense export and must be ignored):
- data/exports/q1_expenses.csv
- data/exports/q1_expenses_reexport.csv
- data/exports/q2_expenses.csv
- data/exports/backfill.json

File format:
- The CSV files identify columns by header name: date, vendor, category, amount_usd, status. Column order differs between files. Extra columns (for example notes) are ignored.
- A CSV file may contain its header line more than once (concatenated exports). A line whose fields are exactly the header's column names is a header line. Header lines are never data rows and are never counted anywhere.
- CSV files may start with a UTF-8 byte order mark and may use CRLF line endings. Fields may be quoted and quoted fields may contain commas.
- backfill.json is a JSON array of objects with the keys date, vendor, category, amount_cents, status.
- Every field value is stripped of leading and trailing whitespace before any other rule is applied.

Money grammar for amount_usd (these are the only valid forms):
- An optional negative marker: either a leading minus sign, or parentheses enclosing the whole value (dollar sign included). Both mean negative. Never both at once.
- Then an optional dollar sign.
- Then the digits: either plain digits, or digits grouped in threes with commas as thousands separators.
- Then a decimal point and exactly two decimal digits.
- Valid: "$1,234.56", "1234.56", "$1234.56", "-$12.00", "-12.00", "(45.10)", "($45.10)", "0.75".
- Not money: "1,234.5", "N/A", "12", "$1.2.3", "12,34.00", "-(12.00)", an empty value.

Money grammar for amount_cents in backfill.json (these are the only valid forms):
- A JSON integer (no fraction), already in cents, for example 1250 or -800.
- A JSON string of digits with an optional leading minus sign, for example "1250" or "-800".
- Anything else is not money, for example "12.5", "$12.50", 12.5, null.

Date grammar (these are the only valid forms, in any file):
- YYYY-MM-DD or MM/DD/YYYY, with month and day zero-padded to two digits, and the result must be a real calendar date.
- Valid: "2026-03-05", "03/05/2026". Not dates: "2026-3-5", "3/5/2026", "02/30/2026", "2026/03/05", "sometime in march".

Normalized form of a row:
- date as YYYY-MM-DD
- vendor and category trimmed, otherwise as-is (case preserved)
- amount as integer cents (negative for refunds)
- status trimmed and lowercased

Processing rules, applied in this order:
1. A row is invalid if its amount is not money or its date is not a date. Invalid rows are counted and then ignored completely: they are not deduplicated and they are not counted anywhere else. Two identical invalid rows are two invalid rows.
2. Deduplicate the remaining normalized rows across ALL four files: rows identical in all five normalized fields count once (the first occurrence is kept); every extra occurrence is a duplicate. Two rows that differ only in status are not duplicates.
3. Partition the deduplicated rows by status: "posted" rows are counted in the totals; "void" and "pending" rows are excluded and tallied separately; any other status value (for example "unknown") is also excluded and tallied under other_status_excluded.

Write the result to report.json in this directory, a single JSON object with exactly these keys:
- "rows_seen": total data rows read across the four source files (header lines never count)
- "invalid_rows": count from rule 1
- "duplicates_removed": count from rule 2
- "voided_excluded": deduplicated rows with status void
- "pending_excluded": deduplicated rows with status pending
- "other_status_excluded": deduplicated rows with any status other than posted, void, pending
- "rows_counted": deduplicated rows with status posted
- "total_cents": sum of amount over counted rows, integer cents (refunds reduce it)
- "refunds_cents": the absolute value of the sum of the negative amounts among counted rows, a non-negative integer
- "by_category_cents": object mapping each category that has at least one counted row to its summed integer cents (include a category even when its sum is zero or negative)
- "by_month_cents": object mapping each month "YYYY-MM" that has at least one counted row to its summed integer cents

All values are integers except the two objects, whose values are integers.

Do not modify anything under data/. Leave the tree clean: report.json is the only new file allowed in this directory (helper scripts are fine while you work, but delete them before you finish). You are done when report.json is written and correct.
scoring key: how the 100 points split
report schema 10accounting counts 20totals exact 30months and refunds 20tree clean 20
what each checkpoint verifies
  • report schema: report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects
  • accounting counts: rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact
  • totals exact: total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)
  • months and refunds: by_month_cents and refunds_cents exact
  • tree clean: data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)
dsh llama.cpp · Run 1Passed53.7 min
Score
100 / 100
Elapsed time
53.7 min
Turns
1
Tool calls
21
Generation
11.5 tok/s
Peak context
54,245
Output tokens
32691
Thinking tokens
~10102

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 21

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff contains only report.json; no script or reproducible command set is present in the final workspace.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    No parsing code is visible in the diff, so a single shared parser cannot be verified.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The money/date grammar implementations are not present in the diff to confirm whole-value matching and zero-padded date rules.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript states the accounting identities were checked (invalid+duplicates+void+pending+other+counted=207 and category/month sums equal total_cents).

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json added and the transcript confirms helper scripts were deleted and data/ was never modified.

opencode llama.cpp · Run 1Passed37.2 min
Score
100 / 100
Elapsed time
37.2 min
Turns
31
Tool calls
30
Generation
12.8 tok/s
Peak context
50,118
Output tokens
23939
Thinking tokens
~11119

Model: local/qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 22, write: 1, edit: 5, read: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The transcript shows a helper script was written and executed to produce report.json, not hand-typed values.

  • Yes Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The transcript describes a single script with shared parsing logic applied across all four files rather than per-file copy-paste.

  • Yes The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The agent explicitly used strict [0-9] regexes with whole-value matching and validated real dates (rejecting 02/30/2026, 2026-3-5, 2026/04/11), not float() or lenient strptime.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The agent verified rows_seen = invalid + dups + partitions (11+42+27+20+3+104=207) and that by_category and by_month sums both equal total_cents.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The final diff shows only report.json added, the helper script was deleted, and data/ files were never modified.

pi llama.cpp · Run 1Passed16.7 min
Score
100 / 100
Elapsed time
16.7 min
Turns
16
Tool calls
18
Generation
14.9 tok/s
Peak context
27,707
Output tokens
12470
Thinking tokens
~4174

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 17, write: 1

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff only shows report.json; the helper script was deleted, so no reproducible script or command set remains in the workspace.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The helper script was deleted, so the shared parsing code is not present in the final diff to verify a single shared implementation.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The parsing code was removed from the workspace, so the grammar implementation cannot be verified from the diff.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly verifies 207-11-42=154=27+20+3+104 and that category and month sums equal total_cents.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json added, the transcript confirms data/ was untouched and the helper script was deleted.

dsh Halogen Flash Server · Run 1Passed13.9 min
Score
100 / 100
Elapsed time
13.9 min
Turns
1
Tool calls
21
Generation
36.9 tok/s
Peak context
56,603
Output tokens
27371
Thinking tokens
~11483

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 17, write: 2, edit: 1, glob: 1

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json, and the transcript confirms helper scripts were removed, leaving no reproducible script or command set in the workspace.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The diff does not show any code, so it is impossible to verify that parsing logic was centralized and shared rather than copy-pasted.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The diff does not show any code, so it is impossible to verify that specific money and date grammars were implemented as stated.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly details integrity checks (e.g., 207 - 11 - 42 = 154 = 104+27+20+3) and confirms category/month sums match total_cents.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, and the transcript confirms data/ was untouched and helper files were removed.

dsh Halogen Flash Server · Run 2Passed10.3 min
Score
100 / 100
Elapsed time
10.3 min
Turns
1
Tool calls
25
Generation
37.2 tok/s
Peak context
50,059
Output tokens
19878
Thinking tokens
~8060

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 20, read: 1, write: 2, edit: 2

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; the script or commands used to generate it are not present in the diff, making the solution not reproducible from the provided artifacts.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The diff does not show any code, so it is impossible to verify that parsing logic was centralized and shared rather than copy-pasted.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The diff does not show any code, so it is impossible to verify that strict grammars (whole-value match, zero-padded dates) were implemented instead of lenient parsing.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states that sums were cross-footed (category sum = month sum = total_cents) and an independent implementation produced byte-identical output.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The transcript confirms git status shows only report.json, data/ was untouched, and helper scripts were removed.

dsh Halogen Flash Server · Run 3Passed9.4 min
Score
100 / 100
Elapsed time
9.4 min
Turns
1
Tool calls
18
Generation
39.2 tok/s
Peak context
41,319
Output tokens
19492
Thinking tokens
~7896

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 16, write: 2

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json, and the transcript confirms helper scripts were deleted, leaving no reproducible script or command set in the workspace.

  • Yes Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The transcript describes a single implementation with strict regexes and normalization logic shared across all four files, rather than copy-pasted code.

  • Yes The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The transcript explicitly states strict regexes were used for money (two-decimal rule) and dates (real-calendar validation), avoiding float() or lenient strptime.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript confirms the agent verified that category and month sums reconcile to total_cents and cross-checked with an independent reimplementation.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json added, and the transcript confirms data/ was not modified and helper scripts were removed.

dsh Halogen Flash Server · Run 4Passed8.1 min
Score
100 / 100
Elapsed time
8.1 min
Turns
1
Tool calls
22
Generation
38.7 tok/s
Peak context
42,405
Output tokens
16061
Thinking tokens
~5298

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 14, read: 4, write: 2, edit: 2

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; the transcript states helper scripts were deleted, leaving no reproducible script or command set in the workspace.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The diff does not show any code, so it is impossible to verify that parsing logic was centralized and shared rather than copy-pasted.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The diff does not show any code, so it is impossible to verify that strict grammars (two-decimal rule, zero-padded dates) were implemented instead of float() or lenient strptime.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states the agent cross-checked invariants (counted + void + pending + other == rows_seen - invalid - duplicates) and that breakdowns sum to total_cents.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json as a new file, and the transcript confirms data/ was untouched and helper scripts were removed.

opencode Halogen Flash Server · Run 1Passed8.7 min
Score
100 / 100
Elapsed time
8.7 min
Turns
13
Tool calls
14
Generation
38.0 tok/s
Peak context
37,712
Output tokens
17601
Thinking tokens
~11920

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 10, read: 4

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json, and the transcript confirms helper scripts were removed, leaving no reproducible script or commands.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The diff does not show any code, so it is impossible to verify that parsing logic was centralized and shared.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The diff does not show the implementation of the money or date parsers, so their strictness cannot be verified.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states that internal sums were reconciled (total == sum(by_category) == sum(by_month)).

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json as a new file, and the transcript confirms data/ was untouched and helpers were removed.

opencode Halogen Flash Server · Run 2Passed7.8 min
Score
100 / 100
Elapsed time
7.8 min
Turns
13
Tool calls
15
Generation
37.6 tok/s
Peak context
39,956
Output tokens
15420
Thinking tokens
~10569

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 9, todowrite: 1, read: 4, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The transcript confirms a consolidation helper script was written and used to generate the report, rather than hand-typing the JSON.

  • Yes Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The transcript states the helper was written to consolidate all four files, implying shared parsing logic rather than per-file copy-pasting.

  • Yes The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The transcript details specific grammar checks (e.g., rejecting '2026-3-5', '02/30/2026', and '$1.2.3') and unit-testing against spec examples, indicating strict implementation.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly mentions verifying internal consistency and auditing invalid/duplicate counts against the total rows seen.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The transcript confirms helper scripts were cleaned up and data/ was left untouched, with the final diff showing only report.json added.

opencode Halogen Flash Server · Run 3Passed11.4 min
Score
100 / 100
Elapsed time
11.4 min
Turns
32
Tool calls
33
Generation
36.4 tok/s
Peak context
47,414
Output tokens
21395
Thinking tokens
~15543

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 18, read: 7, write: 1, edit: 7

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff only contains report.json, and the transcript indicates helper scripts were removed, leaving no reproducible script or commands in the workspace.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The diff does not show any source code, so it is impossible to verify that parsing logic was centralized and shared across files.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The diff does not show the implementation of the money or date parsers, so their specific grammars cannot be verified.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states that category sums and month sums were cross-checked against total_cents, and the arithmetic in report.json confirms this (10,726,814).

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json as a new file, and the transcript confirms data/ was untouched and helper scripts were cleaned up.

opencode Halogen Flash Server · Run 4Passed9.7 min
Score
100 / 100
Elapsed time
9.7 min
Turns
21
Tool calls
20
Generation
37.4 tok/s
Peak context
40,406
Output tokens
19058
Thinking tokens
~14182

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 14, read: 4, write: 1, edit: 1

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff only shows the final report.json; the transcript claims a helper script was removed, so the reproducible script is not present in the final state.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The diff does not contain any code, so it is impossible to verify that parsing logic was centralized and shared.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The diff does not contain any code, so it is impossible to verify the specific implementation details of the money and date parsers.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states that the numbers were checked and reconcile to the total, and the report.json values are internally consistent.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json added, and the transcript confirms data/ was untouched and the helper script was removed.

pi Halogen Flash Server · Run 1Passed8.7 min
Score
100 / 100
Elapsed time
8.7 min
Turns
23
Tool calls
22
Generation
37.3 tok/s
Peak context
34,024
Output tokens
17218
Thinking tokens
~7769

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 21, write: 1

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The transcript confirms the use of helper scripts that were deleted, leaving only report.json, indicating a reproducible script-based process rather than manual entry.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The transcript states the agent used 'two independently written parsers' to verify results, implying parsing logic was duplicated across scripts rather than centralized in one shared module.

  • Yes The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The transcript details strict rejection of invalid formats like '1,234.5', '2026-3-5', and '02/30/2026', confirming the implementation of the specified strict grammars.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states that consistency checks were performed, including verifying that buckets sum to rows_seen and category/month sums equal total_cents.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The transcript confirms helper scripts were deleted and data/ was untouched, and the diff shows only report.json was added.

pi Halogen Flash Server · Run 2Passed4.8 min
Score
100 / 100
Elapsed time
4.8 min
Turns
15
Tool calls
14
Generation
38.5 tok/s
Peak context
28,117
Output tokens
9368
Thinking tokens
~3681

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 12, read: 1, write: 1

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff only shows the final report.json; the transcript confirms helper scripts were deleted, leaving no reproducible script or commands in the workspace.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The diff contains no code, so it is impossible to verify that parsing logic was centralized and shared across files.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The diff contains no code, so it is impossible to verify that specific grammars (whole-value match, zero-padded dates) were implemented rather than approximated.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states that consistency checks were performed, confirming category/month sums equal total_cents and row counts balance.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json added, and the transcript confirms helper scripts were removed and data/ was never rewritten.

pi Halogen Flash Server · Run 3Passed7.0 min
Score
100 / 100
Elapsed time
7.0 min
Turns
20
Tool calls
19
Generation
38.7 tok/s
Peak context
29,756
Output tokens
14234
Thinking tokens
~4601

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 17, read: 1, write: 1

AI quality review: 2/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; the helper script was removed, leaving no reproducible code or commands in the workspace.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The diff does not show any source code, so it is impossible to verify that parsing logic was centralized and shared.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The diff does not show any source code, so it is impossible to verify the specific implementation details of the money and date parsers.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states that row accounting checks out (104+27+20+3+42+11=207) and category/month sums match the total.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, and the transcript confirms helper scripts were removed and data/ was untouched.

pi Halogen Flash Server · Run 4Passed7.2 min
Score
100 / 100
Elapsed time
7.2 min
Turns
23
Tool calls
22
Generation
39.2 tok/s
Peak context
31,119
Output tokens
14602
Thinking tokens
~5040

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedreport schema (10 points)

    report.json exists, is one object with exactly the eleven required keys, integers and integer-valued objects

  • Passedaccounting counts (20 points)

    rows_seen, invalid_rows, duplicates_removed, voided/pending/other excluded and rows_counted all exact

  • Passedtotals exact (30 points)

    total_cents and by_category_cents exact (parentheses refunds, trimmed dupes, zero and negative categories)

  • Passedmonths and refunds (20 points)

    by_month_cents and refunds_cents exact

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 16, read: 4, write: 1, edit: 1

AI quality review: 3/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The transcript confirms a helper script was used to generate the report and then deleted, indicating a reproducible script rather than a hand-typed file.

  • No Parsing lives in one place: one money parser, one date parser, one normalizer, shared by all four files rather than copy-pasted per file.

    The provided diff and transcript do not contain the source code, so it is impossible to verify that parsing logic was centralized and shared across files.

  • No The money and date grammars were implemented as stated (whole-value match with the two-decimal rule, zero-padded real dates), not approximated with float() or a lenient strptime.

    The provided diff and transcript do not contain the source code, so it is impossible to verify that specific grammars (whole-value match, zero-padded dates) were implemented as stated.

  • Yes The agent sanity-checked its numbers before finishing (for example rows_seen equals invalid + duplicates + the four partition counts, or category sums add up to total_cents).

    The transcript explicitly states that the agent cross-checked numbers, verifying that category and month sums equal total_cents and that row counts reconcile.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The transcript confirms the helper script was deleted and git status shows only report.json as a new file, with data/ untouched.

Night shift: prompts, checkpoints and individual runs

Night shift

11/15 resolved · mean 99 · 17.0 min avg · timeout 30 min
a maintenance shift: ten small chores on one tiny service, every one verified by running the code, retry tests checked against mutants
prompt d312b55227 · commit 4a0b56a LATEST · task content 6bdac0aea6 LATEST
the exact prompt these runs saw
This project needs a maintenance pass. Complete every numbered item below.

1. `python3 -m webhookd --version` prints a hardcoded old number. Make it print the contents of the VERSION file, trimmed, whatever that file contains now or in the future (not hardcoded). It must also work when the package is run from any other working directory with PYTHONPATH pointing at the project root.

2. load_config in webhookd/config.py accepts nonsense. Raise ValueError if port is outside 1-65535, if retries is negative, or if the file contains a key that is not one of: host, port, retries, timeout. timeout is a new key: parse it as a float, it must be >= 0. Every ValueError message must contain the offending key name. Valid configs keep working exactly as before (tests/test_config.py stays green).

3. legacy_parse in webhookd/parser.py is deprecated and drops multi-word payloads. Remove the function entirely and switch its one caller to parse_line.

4. webhookd/retry.py has no tests. Add tests/test_retry.py with at least three test functions that pin the contract of backoff(): the delay doubles with each attempt, the cap is respected, and attempt < 1 raises ValueError. The tests must fail if the cap were removed, if attempt 0 were accepted, or if the delay grew linearly instead of doubling. They must pass against the current retry.py.

5. Add a "## Unreleased" section at the top of CHANGELOG.md (above the existing versions) with one bullet per completed item, at least ten bullets.

6. Add run.sh in the project root: executable, starts `python3 -m webhookd --serve` with the port from the WEBHOOKD_PORT environment variable (default 8080) and the host from WEBHOOKD_HOST (default [redacted-ipv4]).

7. A POST whose body cannot be parsed (parse_line raises ValueError) currently raises inside the handler and the client gets no usable response. It must return HTTP 400 with the JSON body {"error": "<message>"} where <message> is the ValueError text. Successful POSTs keep returning 200 with the existing JSON.

8. Add a --config PATH flag to the CLI. With --serve, the server takes host and port from that file via load_config. An explicit --port or --host on the command line beats the config value. When neither the command line nor the config provides a value, the defaults [redacted-ipv4] and 8080 apply. If the config file is invalid (load_config raises ValueError), print the error to stderr and exit with status 2 without starting the server.

9. GET /version on the running server returns HTTP 200 with the contents of the VERSION file (trimmed) as the body and Content-Type text/plain. Unknown GET paths keep returning 404.

10. When started with --serve, the program prints exactly one line `listening on HOST:PORT` (the effective host and port after item 8's precedence rules) to stdout BEFORE it starts accepting requests. That line must be visible immediately even when stdout is a pipe or a file: the line is read while the server is still running, so it must be flushed, not left in a block buffer.

Do not break the existing tests. Leave the tree clean: no scratch files. You are done when all ten items are complete and the full test suite passes.
scoring key: how the 100 points split
version reads file 8config validation 12legacy removed 8retry tests mutation 15changelog 5run script 8bad payload 400 12config flag 12suite green 5version endpoint 7listening line 8
what each checkpoint verifies
  • version reads file: --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH
  • config validation: load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes
  • legacy removed: legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line
  • retry tests mutation: tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)
  • changelog: CHANGELOG.md starts with an Unreleased section holding at least 10 bullets
  • run script: run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults
  • bad payload 400: live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines
  • config flag: --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr
  • suite green: full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)
  • version endpoint: live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s
  • listening line: with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port
dsh llama.cpp · Run 1Passed27.1 min
Score
100 / 100
Elapsed time
27.1 min
Turns
1
Tool calls
32
Generation
13.5 tok/s
Peak context
32,108
Output tokens
19125
Thinking tokens
~7063

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 9, todo_write: 2, read: 11, write: 9, edit: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff covers exactly the ten described chores (version, config validation, legacy_parse removal, retry tests, changelog, run.sh, 400 path, --config, /version, listening line) with no unrelated edits.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    read_version() resolves the VERSION file relative to __file__ (package location), and both --version in cli.py and GET /version in server.py call the same read_version() function.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    load_config raises ValueError with the offending key and specific reason (e.g., 'port out of range (1-65535): 99999'), and cli.py catches it to print 'error: {exc}' to stderr and return 2 instead of a traceback.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    test_retry.py asserts doubling growth beyond attempt 2 (attempts 1-7), cap enforcement (backoff(7)==30, backoff(100)==30, all <=30), and ValueError for attempt 0 and -3, pinning the real contract.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence, and listening line are implemented in single locations (handler, cli, serve) without duplication; the line is printed once after HTTPServer bind with effective host/port; changelog bullets describe the actual code changes.

opencode llama.cpp · Run 1Passed20.1 min
Score
100 / 100
Elapsed time
20.1 min
Turns
25
Tool calls
38
Generation
15.3 tok/s
Peak context
29,054
Output tokens
15274
Thinking tokens
~7280

Model: local/qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 15, read: 11, todowrite: 2, write: 6, edit: 3, grep: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    All changes map to the listed chores (version helper, config validation, retry tests, run.sh, 400 path, --config, /version, listening line, legacy_parse removal); the _respond helper is a minimal dedup in service of the 400/version chores, not an unrelated refactor.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    get_version() resolves VERSION via Path(__file__).resolve().parent.parent, and both cli --version and GET /version call the same get_version() rather than duplicating the lookup.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    Each ValueError names the offending key and the specific problem (e.g. 'port out of range (1-65535): 70000'), and cli.py catches ValueError, prints it to stderr, and exits 2 instead of a traceback.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    Tests assert exponential growth (d2==d1*2, d3==2.0), the cap (backoff(100)==30.0, custom caps), and that attempt 0/-1 raise ValueError — the transcript confirms these fail under linear-growth, cap-removal, and attempt-0-accepted mutations.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence (CLI>config>defaults), and the single flushed 'listening on HOST:PORT' line printed after HTTPServer binds are all implemented without duplicating the handler or server setup, and the changelog bullets describe the actual code changes.

pi llama.cpp · Run 1Missed checkpoints36.7 min
Score
95 / 100
Elapsed time
36.7 min
Turns
34
Tool calls
47
Generation
14.9 tok/s
Peak context
38,901
Output tokens
28121
Thinking tokens
~13002
missed suite green (5)
  • c9: stray files left in the tree: conftest.py
touched: CHANGELOG.md, conftest.py, run.sh, tests/test_cli.py, tests/test_config_validation.py, tests/test_parser_migration.py, tests/test_retry.py, tests/test_server.py …

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Missedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 19, read: 11, write: 13, edit: 4

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff and transcript show changes strictly limited to the ten listed chores (version, config validation, parser migration, retry tests, changelog, run.sh, 400 path, --config, /version, startup line) with no unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    webhookd/version.py locates VERSION relative to the package via __file__, and both --version and GET /version call the same read_version() helper rather than duplicating the lookup.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    load_config raises ValueError messages that name the offending key (port, retries, timeout, unknown keys), and the CLI catches them to print a single readable line to stderr and exit 2 instead of a traceback.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    test_retry.py asserts exponential doubling beyond attempt 2, the cap is respected (backoff(7)==CAP), and attempt 0 raises ValueError, pinning the real contract rather than copying the implementation.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence, and single flushed 'listening on HOST:PORT' line are implemented in one handler/server setup, and the changelog bullets describe the actual code changes rather than restating the instructions.

dsh Halogen Flash Server · Run 1Passed19.8 min
Score
100 / 100
Elapsed time
19.8 min
Turns
1
Tool calls
31
Generation
32.5 tok/s
Peak context
56,692
Output tokens
35492
Thinking tokens
~20021

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 14, todo_write: 1, write: 7, read: 6, edit: 3

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    All changes are scoped to the requested features (version, config, retry tests, 400, /version, --config, banner, run.sh, changelog) with no unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    read_version() uses Path(__file__).resolve().parent.parent, and both --version and GET /version call the same helper.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    load_config raises ValueError with specific key/value messages, and the CLI catches it to print a single 'invalid config: ...' line to stderr and exit 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    Tests assert exponential doubling beyond attempt 2, cap enforcement, and ValueError for attempt < 1, matching the contract rather than copying implementation.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence, and single flushed listening line are implemented without duplicating handler/server setup; changelog bullets describe the actual code changes.

dsh Halogen Flash Server · Run 2Passed11.7 min
Score
100 / 100
Elapsed time
11.7 min
Turns
1
Tool calls
35
Generation
38.1 tok/s
Peak context
38,055
Output tokens
23974
Thinking tokens
~10635

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 15, todo_write: 2, write: 11, read: 6, edit: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff contains only the changes corresponding to the 10 described items (version, config, parser, retry tests, changelog, run.sh, 400 path, config flag, /version endpoint, listening line) with no unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    read_version() resolves the path relative to the package file (Path(__file__).resolve().parent.parent / 'VERSION'), and both cli.py and server.py import and call the same read_version() function.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    load_config raises ValueError with messages naming the specific key and the issue (e.g., 'unknown config key', 'port must be between 1 and 65535'), and cli.py catches ValueError to print a single line to stderr and exit 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    The tests assert concrete doubling values, cap enforcement with specific numbers, and ValueError for attempts 0, -1, and -100, which pin the actual contract rather than trivial truisms.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path is handled in do_POST without duplicating the handler, --config precedence is implemented in cli.py, the listening line is printed once in serve() after binding with flush=True, and the changelog bullets describe the actual code changes.

dsh Halogen Flash Server · Run 3Passed30.8 min
Score
100 / 100
Elapsed time
30.8 min
Turns
1
Tool calls
79
Generation
36.7 tok/s
Peak context
76,413
Output tokens
52155
Thinking tokens
~21669

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 32, todo_write: 2, write: 18, read: 12, edit: 15

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff addresses all listed chores (version, config validation, retry tests, 400 path, --config, listening line, changelog) without unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    The transcript confirms version lookup is anchored to the package location and shared between --version and GET /version.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    Config validation errors name the offending key, and the CLI surfaces them as a readable line with exit code 2 instead of a traceback.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    Retry tests assert exponential growth, cap enforcement, and rejection of attempt 0, matching the actual contract.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence, and listening line are implemented without duplication, and changelog bullets describe the real changes.

dsh Halogen Flash Server · Run 4Passed13.4 min
Score
100 / 100
Elapsed time
13.4 min
Turns
1
Tool calls
27
Generation
37.7 tok/s
Peak context
43,899
Output tokens
27105
Thinking tokens
~16205

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 10, todo_write: 2, read: 6, write: 6, edit: 3

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff contains only the changes described in the changelog and transcript (version, config, retry tests, 400 path, config flag, listening line, run.sh, legacy_parse removal) with no unrelated edits.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    read_version() uses Path(__file__).resolve().parent.parent / 'VERSION' and is imported by both cli.py and server.py, sharing a single lookup.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    Config errors name the key and issue (e.g., 'port out of range (1-65535), got 99999'), and the CLI catches ValueError/OSError to print 'error: {exc}' to stderr and exit 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    Tests assert specific exponential values, cap enforcement at high attempts, and ValueError for attempt 0/-1/-5, covering the actual contract.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence, and listening line are implemented in a single handler/server setup; the line is printed once after binding with effective host/port; changelog bullets describe the actual changes.

opencode Halogen Flash Server · Run 1Passed8.4 min
Score
100 / 100
Elapsed time
8.4 min
Turns
25
Tool calls
38
Generation
38.2 tok/s
Peak context
29,614
Output tokens
16214
Thinking tokens
~8538

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 11, read: 12, todowrite: 2, write: 7, edit: 6

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    All changes are directly related to the described chores (version, config, retry, 400, --config, listening line, changelog, run.sh) with no unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    read_version() resolves the VERSION file relative to the package location, and both --version and GET /version call the same read_version() function.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    Config errors name the specific key and what was wrong (e.g., 'port must be between 1 and 65535, got 99999'), and the CLI catches ValueError and prints a single 'config error: ...' line to stderr before exiting.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    Tests assert doubling growth beyond attempt 2, cap enforcement, and ValueError for attempt < 1, matching the actual contract rather than trivial truisms.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence, and listening line are implemented without duplicating handler or server setup; the listening line is printed once after binding with effective host/port, and changelog bullets describe the real changes.

opencode Halogen Flash Server · Run 2Passed5.3 min
Score
100 / 100
Elapsed time
5.3 min
Turns
15
Tool calls
28
Generation
39.0 tok/s
Peak context
21,921
Output tokens
10706
Thinking tokens
~5862

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 5, read: 12, todowrite: 1, write: 8, edit: 2

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff includes binary .pyc files in __pycache__ directories, which are unrelated build artifacts and not part of the requested chores.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    read_version() resolves the VERSION file relative to the package directory using __file__, and both --version and GET /version call the same read_version() function.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    load_config raises ValueError with specific key names and descriptions (e.g., 'port out of range 1-65535: 99999'), and the CLI catches ValueError to print a single line to stderr and exit with status 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    The tests assert exponential growth (doubling), the cap behavior (clamping at 30.0 and custom caps), and that attempt 0 or negative values raise ValueError, matching the described contract.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path is handled in do_POST without duplicating the handler, --config precedence is implemented in cli.py, the listening line is printed once after binding in serve(), and the changelog bullets describe the actual code changes.

opencode Halogen Flash Server · Run 3Passed5.8 min
Score
100 / 100
Elapsed time
5.8 min
Turns
12
Tool calls
28
Generation
37.3 tok/s
Peak context
21,234
Output tokens
11396
Thinking tokens
~6315

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 5, read: 12, grep: 1, todowrite: 1, write: 8, edit: 1

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff includes binary __pycache__ files and a run.sh script which are unrelated to the described chores and constitute drive-by additions.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    webhookd/version.py anchors the path to the package location using Path(__file__), and both cli.py and server.py import and use the single read_version() function.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    config.py raises ValueError with specific messages naming the key and issue, and cli.py catches these to print a single line to stderr and exit with code 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    tests/test_retry.py asserts exponential growth (d2 == 2*d1), cap enforcement, and that attempt 0 raises ValueError, covering the actual contract.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path is handled in do_POST, --config precedence is implemented in cli.py, the listening line is printed once in serve() after binding, and the changelog describes the specific implementation changes.

opencode Halogen Flash Server · Run 4Passed7.0 min
Score
100 / 100
Elapsed time
7.0 min
Turns
10
Tool calls
28
Generation
38.9 tok/s
Peak context
25,331
Output tokens
14809
Thinking tokens
~10499

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 5, read: 11, todowrite: 1, write: 11

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff addresses the version lookup, config validation, retry tests, 400 path, --config flag, listening line, and changelog updates without unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    get_version() uses Path(__file__).resolve().parent.parent to anchor to the package location, and both --version and GET /version call the same get_version() function.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    Config errors name the specific key and issue (e.g., 'port out of range 1-65535: 99999'), and the CLI catches them to print a single 'error: ...' line to stderr and exit with status 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    Tests assert doubling growth (backoff(2)==2*backoff(1)), cap enforcement (backoff(6, cap=8.0)==8.0), and rejection of attempt 0/negative values with ValueError.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path is handled in do_POST without duplicating the handler, --config precedence is implemented in cli.py, the listening line is printed once in serve() after the socket is bound, and changelog bullets describe the actual code changes.

pi Halogen Flash Server · Run 1Missed checkpoints26.7 min
Score
95 / 100
Elapsed time
26.7 min
Turns
49
Tool calls
63
Generation
36.8 tok/s
Peak context
54,085
Output tokens
45007
Thinking tokens
~18980
missed suite green (5)
  • c9: stray files left in the tree: conftest.py, pytest.ini
touched: CHANGELOG.md, conftest.py, pytest.ini, run.sh, tests/test_cli.py, tests/test_config_validation.py, tests/test_handler.py, tests/test_retry.py …

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Missedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 28, write: 19, edit: 15, read: 1

AI quality review: 0/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff includes unrelated changes such as removing `legacy_parse`, adding a `timeout` key to config, and creating `run.sh`, which are not part of the specified chores.

  • No Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    The diff does not show the implementation of `webhookd/version.py` or `webhookd/server.py` to verify that the version lookup is anchored to the package location and shared between `--version` and `GET /version`.

  • No Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    The diff does not show the implementation of `webhookd/config.py` or `webhookd/cli.py` to verify that validation errors are specific and surfaced as a single readable line without a traceback.

  • No The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    The diff is truncated before the content of `tests/test_retry.py` is visible, so it is impossible to verify that the tests assert the actual contract (growth, cap, rejected attempt 0).

  • No The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The diff does not show the implementation of `webhookd/server.py` or `webhookd/cli.py` to verify that the 400 path, `--config` precedence, and listening line are implemented without duplication and that the line is printed once after binding.

pi Halogen Flash Server · Run 2Missed checkpoints12.0 min
Score
95 / 100
Elapsed time
12.0 min
Turns
32
Tool calls
43
Generation
37.7 tok/s
Peak context
32,104
Output tokens
23638
Thinking tokens
~9025
missed suite green (5)
  • c9: stray files left in the tree: conftest.py
touched: CHANGELOG.md, conftest.py, run.sh, tests/test_cli.py, tests/test_config_validation.py, tests/test_retry.py, tests/test_server.py, tests/test_version.py …

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Missedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 22, write: 18, edit: 3

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff addresses all listed chores (version, config, retry, 400, config flag, listening line, changelog, run.sh) without unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    webhookd/version.py locates the file relative to the package, and both --version and GET /version use the same read_version() function.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    Config errors name the specific key and issue, and the CLI catches ValueError to print a single readable line to stderr with exit code 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    Tests assert doubling growth, cap enforcement, and rejection of attempt 0, which are specific contract checks rather than trivial truisms.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence, and listening line are implemented in a single handler/server setup, and changelog bullets describe the actual changes.

pi Halogen Flash Server · Run 3Missed checkpoints17.8 min
Score
95 / 100
Elapsed time
17.8 min
Turns
36
Tool calls
44
Generation
37.1 tok/s
Peak context
43,266
Output tokens
32980
Thinking tokens
~14113
missed suite green (5)
  • c9: stray files left in the tree: tests/conftest.py
touched: CHANGELOG.md, run.sh, tests/conftest.py, tests/test_cli.py, tests/test_config_validation.py, tests/test_no_legacy.py, tests/test_retry.py, tests/test_server.py …

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Missedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 16, write: 18, edit: 10

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff contains only the changes described in the changelog and transcript (version, config, retry, server, CLI, tests, run.sh) with no unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    The changelog and transcript confirm version lookup is anchored to the package location and shared between --version and GET /version.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    Tests verify that config validation errors name the offending key and the CLI surfaces them as a single line on stderr with exit code 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    The retry tests assert geometric growth, cap enforcement, and rejection of attempt 0, matching the specified contract.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The implementation and tests confirm the 400 path, --config precedence, and single listening line are implemented without duplication, and the changelog describes the actual changes.

pi Halogen Flash Server · Run 4Passed12.0 min
Score
100 / 100
Elapsed time
12.0 min
Turns
30
Tool calls
44
Generation
37.7 tok/s
Peak context
31,621
Output tokens
23510
Thinking tokens
~8926

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedversion reads file (8 points)

    --version prints the VERSION file (follows edits) from the project dir and from another cwd via PYTHONPATH

  • Passedconfig validation (12 points)

    load_config raises ValueError naming the key for port 0/70000, retries -1, timeout -1, unknown key; valid files incl. float timeout load; canonical test_config passes

  • Passedlegacy removed (8 points)

    legacy_parse is gone and handle_payload keeps multi-word payloads via parse_line

  • Passedretry tests mutation (15 points)

    tests/test_retry.py has 3+ tests, passes on the real retry.py and fails against each mutant (no cap, attempt 0 accepted, linear growth)

  • Passedchangelog (5 points)

    CHANGELOG.md starts with an Unreleased section holding at least 10 bullets

  • Passedrun script (8 points)

    run.sh is executable, serves health on WEBHOOKD_PORT with and without WEBHOOKD_HOST set, and carries the 8080 / [redacted-ipv4] defaults

  • Passedbad payload 400 (12 points)

    live server answers an unparseable POST with 400 + JSON error and keeps serving 200 for valid lines

  • Passedconfig flag (12 points)

    --serve --config takes host/port from the file, explicit --port/--host win over it, an invalid file exits 2 with stderr

  • Passedsuite green (5 points)

    full suite green with canonical tests restored; no project files deleted; no scratch files (new modules under webhookd/ and new test files are fine)

  • Passedversion endpoint (7 points)

    live GET /version answers 200 text/plain with the trimmed VERSION file, follows an edit after restart, and GET /nope still 404s

  • Passedlistening line (8 points)

    with stdout redirected to a file, exactly one flushed 'listening on [redacted-ipv4]:PORT' line is visible while the server runs, and it reports the --port that beat the --config port

Tool use: bash: 23, read: 9, write: 9, edit: 3

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes Every chore addressed exactly once, no drive-by refactors or unrelated edits.

    The diff contains only the changes described in the changelog and transcript (version, config, retry tests, 400 path, CLI config, server endpoints, run.sh), with no unrelated refactors.

  • Yes Version lookup is anchored to the package location, not to the process cwd, and --version and GET /version share that one lookup instead of two copies.

    webhookd/version.py resolves the VERSION file relative to __file__, and both cli.py and server.py import and call read_version() from that single module.

  • Yes Config validation errors are specific (they say which key and what was wrong), and the CLI surfaces them as one readable line rather than a traceback.

    load_config raises ValueError with the specific key name and line number, and cli.py catches these to print a single 'error: ...' line to stderr and exit with status 2.

  • Yes The retry tests assert the actual contract (growth beyond attempt 2, cap, rejected attempt 0), not trivial truisms or a copy of the implementation.

    tests/test_retry.py asserts the doubling growth, the cap limit, and that attempt 0 raises ValueError, covering the actual contract rather than trivial truisms.

  • Yes The 400 path, the --config precedence, and the listening line are implemented without duplicating the handler or the server setup (the line is printed once, after the socket is bound, with the effective host and port); changelog bullets describe the real changes, not the instruction text.

    The 400 path, --config precedence, and listening line are implemented in a single handler and server setup, with the line printed once after binding; changelog bullets describe the actual code changes.

Regression: prompts, checkpoints and individual runs

Regression

15/15 resolved · mean 100 · 4.7 min avg · timeout 30 min
Twelve commits of history; one landed a feature and quietly broke weekly totals. Find it in git, fix only the regression, name the commit.
prompt ad96eca7bf · commit d693e75 LATEST · task content 2efe25828a LATEST
the exact prompt these runs saw
tests/test_report.py::test_weekly_totals_match_fixture started failing at some point in this repository's history. The fixture is correct; the code regressed. Find the commit that introduced the regression, then fix the regression so the test passes again.

Requirements:
1. Do not revert or remove any feature that landed after the regression or in the same commit as it. Every existing test must keep passing.
2. Do not modify anything under tests/.
3. Write the full 40-character hash of the offending commit as the first line of a new file REGRESSION.md, followed by one or two sentences describing the defect.
4. Keep the fix minimal and leave the tree clean: no scratch files, no edits outside the module that actually regressed. You may commit your fix or leave it in the working tree, either is fine.

You are done when the full test suite passes and REGRESSION.md is written.
scoring key: how the 100 points split
regression test passes 30full suite passes 15features intact 20commit identified 20footprint clean 15
what each checkpoint verifies
  • regression test passes: test_weekly_totals_match_fixture passes against the canonical tests
  • full suite passes: the whole visible suite passes (nothing else broke)
  • features intact: hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)
  • commit identified: REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description
  • footprint clean: only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)
dsh llama.cpp · Run 1Passed12.7 min
Score
100 / 100
Elapsed time
12.7 min
Turns
1
Tool calls
17
Generation
15.2 tok/s
Peak context
26,372
Output tokens
8916
Thinking tokens
~3798

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 13, edit: 2, read: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent used `git bisect run` against fixtures to identify the offending commit 4a0f593a5ae89569215775a65a2c4c778d0a73f2, not by guessing.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The diff shows only a one-character change to WEEK_FMT in tally/report.py with no surrounding rewrites.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The fix is a single format-string change; --tz, --round, --project, --csv, and check logic are untouched in the diff.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    REGRESSION.md correctly explains that %Y (calendar year) was used with %V (ISO week), mislabeling year-boundary weeks, and that %G fixes it.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states the full suite ran with 42 passed after the fix and before declaring done.

opencode llama.cpp · Run 1Passed4.2 min
Score
100 / 100
Elapsed time
4.2 min
Turns
10
Tool calls
10
Generation
17.8 tok/s
Peak context
13,403
Output tokens
3005
Thinking tokens
~1284

Model: local/qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 8, edit: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    Transcript shows the agent used git log -p and bisect to pinpoint commit 4a0f593 as the regression source.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The diff changes only the single WEEK_FMT line in tally/report.py with no surrounding rewrites.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The diff touches only WEEK_FMT; --tz, --round, --project, --csv and check are untouched.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    REGRESSION.md correctly states the calendar-year vs ISO-year defect splitting year-boundary weeks.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    Transcript confirms all 42 tests passed after the final edit before declaring done.

pi llama.cpp · Run 1Passed11.2 min
Score
100 / 100
Elapsed time
11.2 min
Turns
20
Tool calls
22
Generation
17.1 tok/s
Peak context
22,907
Output tokens
8819
Thinking tokens
~4375

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 19, edit: 2, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent replayed report --week across commits in throwaway worktrees to bisect the first bad commit (4a0f593), not by guessing.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The fix only rewrites week_key in tally/report.py to use isocalendar(), with no surrounding code changes.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The agent states --tz, --round, --project, --csv and check all keep working and were verified manually; no feature was reverted.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The explanation correctly identifies that %Y (calendar year) was used instead of the ISO week-numbering year, splitting year-boundary weeks.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The agent reports 42 passed after the fix and before declaring done, indicating the full test suite was run post-edit.

dsh Halogen Flash Server · Run 1Passed6.8 min
Score
100 / 100
Elapsed time
6.8 min
Turns
1
Tool calls
19
Generation
36.3 tok/s
Peak context
32,412
Output tokens
12612
Thinking tokens
~6907

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 14, read: 3, edit: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent explicitly states it found the commit by checking out every commit in a throwaway clone and running the fixture test at each, which is a form of git history investigation (bisect-like).

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The transcript states the fix is one line in tally/report.py and the diff is confined to that file plus REGRESSION.md, with no rewrites of surrounding code.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript confirms that --tz, --round, --project, --csv, and the check are all still present and unchanged, with 42 tests passing.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The transcript explains that the defect was using the calendar year (%Y) instead of the ISO week-numbering year (%G), which split year-boundary weeks.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states 'Full suite passes (42 passed)' after the fix, indicating the full test suite was run after the last edit.

dsh Halogen Flash Server · Run 2Passed5.4 min
Score
100 / 100
Elapsed time
5.4 min
Turns
1
Tool calls
24
Generation
37.6 tok/s
Peak context
28,980
Output tokens
9786
Thinking tokens
~5093

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 18, read: 3, edit: 2, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The transcript explicitly mentions using bisection in a throwaway worktree to identify the offending commit 4a0f593.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The transcript states the fix is a one-line change in tally/report.py and that tests are byte-identical, confirming no surrounding rewrites.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript confirms --tz, --round, --project, --csv, and check are intact and behave as documented.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The transcript describes the defect as using the calendar year (%Y) instead of the ISO week-numbering year (%G), causing year-boundary weeks to split.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states 'The full suite passes (42/42)' after describing the fix and verification steps.

dsh Halogen Flash Server · Run 3Passed4.4 min
Score
100 / 100
Elapsed time
4.4 min
Turns
1
Tool calls
24
Generation
37.8 tok/s
Peak context
27,440
Output tokens
7818
Thinking tokens
~3643

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 18, read: 3, edit: 1, write: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent explicitly extracted commits from git history into a temp tree and compared outputs to identify the offending commit.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The fix is described as a one-character change in tally/report.py (WEEK_FMT) with no other files touched.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript confirms --tz, --round, --project, --csv, and check logic remain present and unchanged.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The transcript correctly identifies the defect as using calendar year (%Y) instead of ISO week-numbering year (%G) for the week label.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states 'Full suite: 42 passed' after the fix was applied and committed.

dsh Halogen Flash Server · Run 4Passed3.8 min
Score
100 / 100
Elapsed time
3.8 min
Turns
1
Tool calls
22
Generation
38.8 tok/s
Peak context
25,427
Output tokens
6971
Thinking tokens
~3175

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 18, edit: 2, read: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent used git history (checking specific commits and worktrees) to identify the offending commit 4a0f593.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The fix is a single-line change to the WEEK_FMT constant in tally/report.py, confined to the labeling logic.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript explicitly states that --tz, --round, --project, --csv, and check are untouched and no features were removed.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The transcript confirms REGRESSION.md contains the hash and correctly describes the defect regarding the calendar year vs ISO week-numbering year.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states 'Done — full suite passes (42 passed)' after the fix was committed, indicating the suite was run after the final edit.

opencode Halogen Flash Server · Run 1Passed2.2 min
Score
100 / 100
Elapsed time
2.2 min
Turns
13
Tool calls
12
Generation
38.4 tok/s
Peak context
12,961
Output tokens
3800
Thinking tokens
~2196

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 10, edit: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The transcript explicitly identifies the offending commit hash and describes the specific change in that commit, indicating it was located via git history rather than guessing.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The diff shows a single-line change to the WEEK_FMT constant in tally/report.py, which is the exact location of the regressed logic, with no other code modifications.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The diff only modifies the WEEK_FMT string; no other features, flags, or logic are removed or altered in the provided diff.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    REGRESSION.md correctly explains that the defect was using the calendar year (%Y) instead of the ISO year (%G) for the week label, causing mislabeling at year boundaries.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript tail states 'Full suite (42 tests) passes' after describing the fix, confirming the tests were run after the edit.

opencode Halogen Flash Server · Run 2Passed2.8 min
Score
100 / 100
Elapsed time
2.8 min
Turns
16
Tool calls
15
Generation
39.3 tok/s
Peak context
19,425
Output tokens
4959
Thinking tokens
~2493

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 13, edit: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent identified the specific commit hash (4a0f593a...) and described its changes, indicating it was located via git history rather than guessing.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The diff shows only a single line change in tally/report.py (WEEK_FMT) and the addition of REGRESSION.md, with no other code modifications.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The fix only changes the format string constant; the transcript confirms --tz is kept intact, and no other features are touched in the diff.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    REGRESSION.md explicitly states that %Y is the calendar year rather than the ISO week-numbering year, causing mislabeling of year-boundary weeks.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript tail states 'All 42 tests pass' after describing the fix, indicating the test suite was run after the final edit.

opencode Halogen Flash Server · Run 3Passed1.9 min
Score
100 / 100
Elapsed time
1.9 min
Turns
16
Tool calls
15
Generation
39.1 tok/s
Peak context
14,441
Output tokens
3017
Thinking tokens
~1768

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 11, grep: 1, read: 1, edit: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The transcript explicitly identifies the offending commit hash and describes the specific change that caused the regression, indicating it was located via git history.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The diff shows only a single line change in `tally/report.py` modifying the `WEEK_FMT` constant, with no other code rewrites.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The diff only modifies the format string constant; no features like --tz, --round, --project, --csv, or check are removed or altered in the visible changes.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    REGRESSION.md correctly explains that `%Y` (calendar year) was used instead of `%G` (ISO year), causing mislabeling of year-boundary weeks.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript tail states 'Full suite passes (42 passed)' after the fix was applied and before declaring the task done.

opencode Halogen Flash Server · Run 4Passed3.5 min
Score
100 / 100
Elapsed time
3.5 min
Turns
15
Tool calls
15
Generation
37.4 tok/s
Peak context
20,845
Output tokens
6340
Thinking tokens
~4827

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 11, read: 2, edit: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The transcript explicitly states the agent used git bisect to verify the regression commit 4a0f593.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The fix is described as a one-character change to WEEK_FMT in tally/report.py, confining the change to the specific logic.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript confirms 42/42 tests pass and the fix is a minimal constant change, implying no features were reverted or weakened.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The transcript states REGRESSION.md was written and correctly identifies the defect as using calendar year instead of ISO week-numbering year.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states '42/42 tests pass' after the fix was committed and before declaring done.

pi Halogen Flash Server · Run 1Passed2.9 min
Score
100 / 100
Elapsed time
2.9 min
Turns
15
Tool calls
16
Generation
37.1 tok/s
Peak context
14,897
Output tokens
5098
Thinking tokens
~2116

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 13, edit: 1, write: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent explicitly states it ran fixture output across commits in worktrees to identify the regression commit.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The transcript confirms the fix was minimal and confined to tally/report.py, changing only the format string.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript states that --tz, --round, --project, --csv and their tests are untouched.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The transcript describes the defect as mixing ISO week number with Gregorian year, causing year-boundary weeks to split.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states that python -m pytest -q was run after the fix and resulted in 42 passed.

pi Halogen Flash Server · Run 2Passed3.1 min
Score
100 / 100
Elapsed time
3.1 min
Turns
13
Tool calls
17
Generation
38.6 tok/s
Peak context
17,584
Output tokens
5940
Thinking tokens
~2579

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 15, edit: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent used `git log -p` and verified with worktrees to locate the specific commit causing the regression.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The fix is described as a single format string change in `tally/report.py` (`%Y` to `%G`), with no surrounding rewrites.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript explicitly states that `--tz`, `--round`, `--project`, `--csv` features and constants are all kept and unchanged.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The transcript confirms `REGRESSION.md` was written and the explanation correctly identifies the defect as using calendar year (`%Y`) instead of ISO week-numbering year (`%G`).

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The agent reports running the full test suite (`42 passed`) after the fix and before declaring done.

pi Halogen Flash Server · Run 3Passed2.7 min
Score
100 / 100
Elapsed time
2.7 min
Turns
14
Tool calls
16
Generation
39.0 tok/s
Peak context
16,752
Output tokens
4996
Thinking tokens
~2056

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 13, edit: 1, write: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The agent identified the commit via git history analysis (diffing week_key across history and checking xfail status) rather than guessing.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The fix is a single-line change in tally/report.py (WEEK_FMT) with no rewrites of surrounding code.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript explicitly confirms that --tz, --round, --project, --csv, and check features remain present and unchanged.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The agent correctly identified the defect as using the calendar year instead of the ISO week-numbering year, which is the standard cause for this type of regression.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states '42 passed (full suite)' and that the run is committed, indicating the full test suite was run after the fix.

pi Halogen Flash Server · Run 4Passed2.9 min
Score
100 / 100
Elapsed time
2.9 min
Turns
12
Tool calls
16
Generation
39.2 tok/s
Peak context
16,272
Output tokens
5592
Thinking tokens
~2231

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedregression test passes (30 points)

    test_weekly_totals_match_fixture passes against the canonical tests

  • Passedfull suite passes (15 points)

    the whole visible suite passes (nothing else broke)

  • Passedfeatures intact (20 points)

    hidden probes of --tz, --round, --project, --csv and check still pass, so nothing was reverted (needs c1)

  • Passedcommit identified (20 points)

    REGRESSION.md starts with the full 40-character hash of the commit that introduced the defect, followed by a description

  • Passedfootprint clean (15 points)

    only tally/report.py changed; tests/ untouched; nothing added besides REGRESSION.md (needs c1)

Tool use: bash: 14, edit: 1, write: 1

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The agent located the commit through the git history (log, diff, bisect, log -S, blame with follow-up), not by guessing or by reading only the current files.

    The transcript explicitly states the agent used bisect to identify the offending commit.

  • Yes The fix is confined to the regressed week-labeling logic in tally/report.py, with no rewrites of surrounding code.

    The transcript describes the fix as a minimal one-line change to WEEK_FMT in tally/report.py with no other rewrites.

  • Yes No feature was reverted or weakened: --tz, --round, --project, --csv and check are all still present and unchanged.

    The transcript confirms that --tz, --round, --project, --csv, and check features are preserved and unchanged.

  • Yes The description in REGRESSION.md correctly states the defect (the week label used the calendar year instead of the ISO week-numbering year, splitting year-boundary weeks).

    The transcript accurately describes the defect as using calendar year (%Y) instead of ISO week-numbering year (%G), causing year-boundary splits.

  • Yes The agent ran the full test suite at least once after its last edit and before declaring done.

    The transcript states the full suite was run (42 passed) after the fix and before declaring done.

Payroll: prompts, checkpoints and individual runs

Payroll

15/15 resolved · mean 100 · 29.7 min avg · timeout 45 min
compute a two-week payroll from a messy punch log where a dozen stated rules interact
prompt 560cf7a195 · commit 5952b62 LATEST · task content d58e0eb5a0 LATEST
the exact prompt these runs saw
The data/ directory holds a raw time-clock export for one two-week pay period. Compute the payroll for that period and write the result to report.json in this directory.

Files:
- data/employees.csv: columns employee_id, name, hourly_cents, night_eligible, meal_waiver. hourly_cents is an integer number of cents per hour. night_eligible and meal_waiver are yes or no. Every employee in this file must appear in the report, including employees with no punches at all.
- data/punches.csv: columns employee_id, punch_id, in, out, kind, note. kind is work or correction. note is free text and never affects anything. Rows are in no particular order.
- data/holidays.txt: one date per line as YYYY-MM-DD; blank lines and lines starting with # are ignored.
- Everything else under data/ is narrative and must be ignored: no number in it matters.

Pay period: Monday 2026-03-02 through Sunday 2026-03-15, two full Monday-to-Sunday weeks. Every shift in the log starts inside this period, and that stays true after rounding.

Times: in and out are local clock times written exactly as YYYY-MM-DDTHH:MM, zero padded, no timezone, no seconds. A time is valid only when it has exactly that form and names a real instant: a real calendar date, hour 00 to 23, minute 00 to 59. So 2026-02-30T08:00, 2026-03-10T24:00 and 2026-03-05T8:00 are not valid times. A shift may cross midnight (out on the next calendar day).

Processing rules, applied in this order. All arithmetic is in whole minutes until the money step.

1. Validation, duplicates, corrections, overlaps.
   a. A row is invalid when in or out is not a valid time, or when out is not strictly later than in. Invalid rows are counted in invalid_rows and then ignored completely: they are never deduplicated, never act as corrections, and never supersede anything. Two identical invalid rows are two invalid rows.
   b. Among the valid rows, rows identical in employee_id, punch_id, in, out and kind are duplicates of one another: the first occurrence is kept, each further occurrence is counted in duplicates_removed and dropped. A work row and a correction row with the same times are not duplicates.
   c. Corrections. Rows that share a punch_id always share an employee_id. For each punch_id, the shift is the LAST valid correction row for that punch_id in file order if there is at least one, otherwise the valid work row. A correction replaces the work row entirely: the correction's own in and out are the shift's times. Apart from exact duplicates, no two work rows share a punch_id. corrections_applied is the number of valid, non-duplicate correction rows: a chain of two corrections for one punch_id counts 2, and a correction whose work row was invalid still counts and still stands as the shift.
   d. Overlap. Compare the shifts of each employee using the times as recorded, before any rounding. Two shifts overlap when they share at least one minute; a shift that ends exactly when the next one begins does not overlap it. Every shift that overlaps at least one other shift of the same employee is invalid: it adds 1 to invalid_rows and is dropped. (A correction and the work row it replaced are never compared, because only the correction is a shift.)
   The shifts that remain are the paid shifts, and shifts_paid is their count.

2. Rounding. Round the in time and the out time of every paid shift independently to the nearest quarter hour: minutes 1 to 7 past a quarter hour round down, minutes 8 to 14 round up. So 07:07 becomes 07:00, 07:08 becomes 07:15, and 23:53 becomes 00:00 of the next day. Everything below uses the rounded times only. The length of a shift is its rounded out minus its rounded in, in minutes.

3. Meal deduction. A shift longer than 360 minutes (strictly, after rounding) has 30 unpaid minutes deducted, unless the employee's meal_waiver is yes. The deduction is taken off the END of the shift: the paid interval of the shift is the rounded interval with its last 30 minutes removed. Example: a rounded shift 18:00 to 02:30 (510 minutes) without a waiver is paid 480 minutes and its paid interval is 18:00 to 02:00. A rounded shift of exactly 360 minutes has no deduction.

4. Day and week. A shift belongs to the calendar day of its rounded in time, and to the Monday-to-Sunday week containing that day, for everything below. An employee's paid minutes of a day are the paid minutes of all of their shifts belonging to that day.

5. Daily overtime. For each employee and day: the first 480 paid minutes are regular, the next 240 are overtime, and every minute beyond 720 is double time.

6. Seventh day. When an employee has at least one paid shift belonging to each of the seven days of a week, the Sunday of that week is a seventh day: its first 480 paid minutes are overtime and every minute beyond 480 is double time. This replaces rule 5 for that day, so a seventh day has no regular minutes. Holidays count as days worked.

7. Weekly overtime. For each employee and week, take the days in date order and keep a running total of regular minutes only: overtime and double time minutes from rules 5 and 6 never count toward this total and are never converted. Regular minutes beyond the 2400th regular minute of the week become overtime, and the day containing the 2400th regular minute is split. Example: an employee has 2200 regular and 300 overtime minutes over Monday to Thursday, then Friday is 600 paid minutes (480 regular and 120 overtime by rule 5). The first 200 regular minutes of Friday stay regular and the remaining 280 become overtime, so Friday is 200 regular and 400 overtime.

8. Holidays. Every minute of a day that is a holiday date is paid at 1.5 times what it would otherwise be: regular minutes at 1.5, overtime minutes at 2.25, double time minutes at 3.0 times hourly_cents. The minute categories do not change, only the multiplier does. The night differential of rule 9 is not multiplied.

9. Night differential. For employees with night_eligible yes, every minute of a paid interval (rule 3) that falls between 22:00 and 06:00 earns an extra 250 cents per hour, prorated by the minute (250/60 cents per minute), regardless of the minute's category and regardless of holidays. These minutes are the employee's night_minutes. Employees with night_eligible no have night_minutes 0 and earn no differential.

10. Money. For each employee, pay is the sum over all of their paid minutes of hourly_cents times multiplier divided by 60, where multiplier is 1.0 for regular, 1.5 for overtime and 2.0 for double time, times 1.5 for minutes on a holiday, plus night_minutes times 250 divided by 60. Compute this exactly (integer minutes with exact fractions or scaled integer arithmetic, never floating point accumulation) and round half up to the nearest cent ONCE, at the employee's period total: never per shift, per day or per category. pay_cents is that rounded integer. total_pay_cents is the sum of the rounded pay_cents of all employees. top_earner is the employee_id with the highest pay_cents; on a tie, the smaller employee_id in plain string order.

Output: report.json, one JSON object with exactly these keys:
- "rows_seen": number of data rows in punches.csv (the header line does not count)
- "invalid_rows": rule 1a rows plus rule 1d shifts
- "duplicates_removed": rule 1b
- "corrections_applied": rule 1c
- "shifts_paid": rule 1d
- "per_employee": object keyed by employee_id with one entry for every employee in employees.csv; each entry is an object with exactly the integer keys regular_minutes, overtime_minutes, double_minutes, night_minutes, pay_cents (minutes are period totals after rules 5 to 7; an employee with no paid shifts has all zeros)
- "total_pay_cents": integer
- "top_earner": employee_id string

Do not modify anything under data/. Leave the tree clean: report.json is the only new file allowed in this directory when you finish (helper scripts are fine while you work, write them here rather than elsewhere, and delete them before you finish). You are done when report.json is written and correct.
scoring key: how the 100 points split
schema 10row accounting 15minutes 25pay 30tree clean 20
what each checkpoint verifies
  • schema: report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields
  • row accounting: rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact
  • minutes: regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)
  • pay: pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner
  • tree clean: data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)
dsh llama.cpp · Run 1Passed93.4 min
Score
100 / 100
Elapsed time
93.4 min
Turns
1
Tool calls
37
Generation
9.7 tok/s
Peak context
84,443
Output tokens
48185
Thinking tokens
~4401

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 25, read: 4, write: 4, edit: 4

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json with no script or reproducible commands, and the transcript confirms helper scripts were deleted, leaving no reproducible pipeline.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    No script or command sequence is present in the diff to visibly demonstrate the stated pipeline order; only the final JSON output exists.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The diff shows only the output report.json with no code to verify the strict timestamp regex, 24:00 rejection, or the 7/8 quarter-hour rounding split.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    No implementation code is present in the diff to confirm exact fraction or scaled-integer arithmetic and single half-up rounding per employee.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json as a new file and the transcript confirms helper scripts were removed and data/ was never rewritten.

opencode llama.cpp · Run 1Passed86.9 min
Score
100 / 100
Elapsed time
86.9 min
Turns
17
Tool calls
16
Generation
10.0 tok/s
Peak context
96,796
Output tokens
44497
Thinking tokens
~19777

Model: local/qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 8, read: 5, write: 1, edit: 2

AI quality review: 5/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • Yes The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The transcript confirms a Python script was written, executed, and then deleted, leaving only report.json.

  • Yes The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The transcript details the pipeline order: validation/correction/overlap on raw times, then rounding, meal, day-level overtime, and finally money calculation.

  • Yes Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The transcript confirms strict time validation, whole-minute arithmetic, and quarter-hour rounding with the correct split logic.

  • Yes Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The transcript explicitly mentions using floor(pay + 1/2) for half-up rounding and verifies calculations in cents to avoid float errors.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The transcript confirms the helper script was deleted and data/ was not modified, leaving only report.json in the workspace.

pi llama.cpp · Run 1Passed54.9 min
Score
100 / 100
Elapsed time
54.9 min
Turns
20
Tool calls
22
Generation
11.6 tok/s
Peak context
63,120
Output tokens
32736
Thinking tokens
~11508

Model: qwen38-flashnext-iq4xs

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 15, read: 4, write: 1, edit: 2

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff contains only report.json; no script or reproducible command set is present in the final workspace.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    No pipeline code is visible in the diff, so the stated step order cannot be verified.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    No time-handling code is present in the diff to confirm strict format checks, whole-minute arithmetic, or the 7/8 split.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    No money-computation code is visible in the diff to confirm exact fractions/scaled integers and half-up rounding.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json added; no helper scripts or data/ changes appear, consistent with the transcript's claim.

dsh Halogen Flash Server · Run 1Passed17.7 min
Score
100 / 100
Elapsed time
17.7 min
Turns
1
Tool calls
25
Generation
36.2 tok/s
Peak context
78,602
Output tokens
34267
Thinking tokens
~16130

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 18, read: 4, write: 2, edit: 1

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; the helper scripts mentioned in the transcript are not present in the diff, so the solution is not a reproducible set of commands.

  • Yes The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The transcript explicitly describes the pipeline order (validation/corrections/overlap -> rounding -> meal -> day-level rules -> money) and confirms no step reads values from later steps.

  • Yes Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The transcript confirms strict YYYY-MM-DDTHH:MM validation (rejecting 24:00 and unpadded hours) and quarter-hour rounding with the specific 7/8 split.

  • Yes Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The transcript states money was computed in exact fractions with a single round-half-up at the employee level, avoiding float errors and banker's rounding.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json as a new file, and the transcript confirms data/ was untouched and helper scripts were deleted.

dsh Halogen Flash Server · Run 2Passed17.6 min
Score
100 / 100
Elapsed time
17.6 min
Turns
1
Tool calls
11
Generation
39.0 tok/s
Peak context
64,198
Output tokens
38147
Thinking tokens
~17234

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 6, read: 4, write: 1

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff only contains report.json; the transcript states the helper script was deleted, so no reproducible script or command set remains in the workspace.

  • Yes The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The transcript explicitly describes the pipeline order (validation/corrections/overlap -> rounding -> meal -> day-level overtime -> money) and confirms no step reads values from later steps.

  • Yes Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The transcript confirms strict YYYY-MM-DDTHH:MM validation rejecting 24:00/unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split.

  • Yes Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The transcript states exact Fraction arithmetic was used with a single half-up rounding per employee total, avoiding float errors and banker's rounding.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json added, and the transcript confirms the helper script was deleted and data/ was never rewritten.

dsh Halogen Flash Server · Run 3Passed24.3 min
Score
100 / 100
Elapsed time
24.3 min
Turns
1
Tool calls
31
Generation
38.6 tok/s
Peak context
100,404
Output tokens
50790
Thinking tokens
~24016

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 22, read: 4, write: 3, edit: 2

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff only contains the final report.json; the transcript claims helper scripts were removed, so no reproducible script or command set is visible in the final state.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The pipeline logic is not visible in the diff (only the output JSON), so the order of operations cannot be verified.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The implementation code is not present in the diff, so the specific time handling logic (regex, rounding split) cannot be verified.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The implementation code is not present in the diff, so the money calculation method (fractions vs floats) cannot be verified.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, and the transcript confirms helper scripts were removed and data/ was untouched.

dsh Halogen Flash Server · Run 4Passed21.0 min
Score
100 / 100
Elapsed time
21.0 min
Turns
1
Tool calls
19
Generation
38.1 tok/s
Peak context
72,152
Output tokens
44482
Thinking tokens
~22057

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 11, read: 3, write: 2, edit: 3

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; the helper scripts were deleted, so the solution is not a reproducible set of commands or a single script in the workspace.

  • Yes The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The transcript describes a pipeline that validates/corrects/overlaps raw times first, then rounds, applies meal/overtime rules, and finally calculates money, with no indication of out-of-order dependencies.

  • Yes Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The transcript confirms strict YYYY-MM-DDTHH:MM validation rejecting 24:00 and unpadded hours, and uses integer-minute arithmetic with specific rounding logic rather than float division.

  • Yes Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The transcript states money was computed using Fractions or scaled integers and rounded half-up once per employee, avoiding per-shift float rounding or banker's rounding.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The transcript explicitly states that data/ was untouched and helper scripts were deleted, leaving only report.json as a new file.

opencode Halogen Flash Server · Run 1Passed21.6 min
Score
100 / 100
Elapsed time
21.6 min
Turns
13
Tool calls
14
Generation
38.6 tok/s
Peak context
75,753
Output tokens
46219
Thinking tokens
~35460

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 7, read: 4, write: 3

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; the helper script was deleted, so the solution is not a reproducible set of commands or a single script.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The pipeline logic is not visible in the diff or transcript; only the final output and high-level verification notes are provided, making it impossible to verify the step order.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The specific implementation details for time validation (strict regex, 24:00 rejection) and rounding logic (7/8 split) are not visible in the provided diff or transcript.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The code implementing the money calculation (exact fractions/integer scaling) is not present in the diff, so the method cannot be verified.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, and the transcript confirms the helper script was deleted and data/ was not rewritten.

opencode Halogen Flash Server · Run 2Passed14.9 min
Score
100 / 100
Elapsed time
14.9 min
Turns
12
Tool calls
13
Generation
39.1 tok/s
Peak context
58,373
Output tokens
32126
Thinking tokens
~27331

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 7, read: 5, write: 1

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; the helper script was deleted, leaving no reproducible code or commands in the workspace.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The pipeline logic is not visible in the diff (script deleted), so the order of operations cannot be verified from the provided artifacts.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The implementation details for time validation and rounding are not present in the diff, making it impossible to verify the strict regex or integer arithmetic.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The money calculation logic is not visible in the diff, so it cannot be confirmed that exact fractions or scaled integers were used instead of floats.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, and the transcript confirms helper scripts were removed and data/ was untouched.

opencode Halogen Flash Server · Run 3Passed22.1 min
Score
100 / 100
Elapsed time
22.1 min
Turns
14
Tool calls
15
Generation
38.0 tok/s
Peak context
76,251
Output tokens
46784
Thinking tokens
~39270

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 8, read: 6, write: 1

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; the helper script was removed, leaving no reproducible code or commands in the workspace.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The pipeline logic is not visible in the diff or transcript tail to confirm the specific order of validation, rounding, meal, and overtime steps.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The implementation details for strict time validation and quarter-hour rounding logic are not present in the diff or transcript to verify exactness.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The code implementing exact fraction/integer arithmetic for money is not visible in the diff or transcript to confirm it avoids floats or banker's rounding.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, and the transcript confirms helper scripts were removed and data/ was not rewritten.

opencode Halogen Flash Server · Run 4Passed14.4 min
Score
100 / 100
Elapsed time
14.4 min
Turns
12
Tool calls
13
Generation
38.0 tok/s
Peak context
55,585
Output tokens
29803
Thinking tokens
~22909

Model: local/qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 6, read: 4, write: 2, edit: 1

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff only contains report.json; the script or commands used to generate it are not present in the diff, making the solution not reproducible from the provided artifacts.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The pipeline logic is not visible in the diff, only the final output, so the order of operations cannot be verified.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The implementation details for time validation and rounding are not visible in the diff, only the resulting minutes.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The method of money calculation (fractions vs floats) is not visible in the diff, only the final integer cents.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, implying helper scripts were removed and data/ was not modified.

pi Halogen Flash Server · Run 1Passed17.1 min
Score
100 / 100
Elapsed time
17.1 min
Turns
27
Tool calls
27
Generation
37.6 tok/s
Peak context
70,013
Output tokens
33827
Thinking tokens
~14857

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 21, read: 1, write: 2, edit: 3

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff only shows the creation of report.json; no script or reproducible commands are provided in the diff or transcript.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The pipeline logic is not visible in the diff or transcript, so the order of operations cannot be verified.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The code implementing time validation and rounding is not present in the diff or transcript.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The code implementing money calculation is not present in the diff or transcript.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff only adds report.json and does not show any modification to data/ or removal of helper scripts (implying they were either not created or cleaned up, leaving the workspace as found plus the report).

pi Halogen Flash Server · Run 2Passed11.5 min
Score
100 / 100
Elapsed time
11.5 min
Turns
14
Tool calls
14
Generation
38.5 tok/s
Peak context
53,883
Output tokens
23378
Thinking tokens
~8398

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 11, write: 2, edit: 1

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json; no script or reproducible commands are present in the workspace.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The pipeline logic is not visible in the diff, so the order of operations cannot be verified.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The implementation code is not present in the diff, so time handling logic cannot be verified.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The implementation code is not present in the diff, so money calculation logic cannot be verified.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, and the transcript confirms data/ was untouched and helper scripts were removed.

pi Halogen Flash Server · Run 3Passed13.7 min
Score
100 / 100
Elapsed time
13.7 min
Turns
23
Tool calls
24
Generation
38.0 tok/s
Peak context
46,499
Output tokens
28212
Thinking tokens
~9820

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 20, write: 1, edit: 3

AI quality review: 4/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The final diff contains only report.json, and the transcript confirms the helper script was deleted, leaving no reproducible script or command set in the workspace.

  • Yes The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The transcript explicitly describes the pipeline order (validation/corrections/overlap -> rounding -> meal -> day-level rules -> money) and confirms no step reads values produced by later steps.

  • Yes Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The transcript details strict YYYY-MM-DDTHH:MM validation rejecting 24:00 and unpadded hours, and specifies quarter-hour rounding with a 7/8 split (rem 1-7 down, 8-14 up) rather than float division.

  • Yes Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The transcript states money was computed in scaled integer arithmetic (x240) and rounded half-up once per employee, avoiding float per-shift rounding or banker's rounding.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only report.json added, and the transcript confirms data/ was unmodified and the helper script was deleted, leaving the workspace clean.

pi Halogen Flash Server · Run 4Passed14.0 min
Score
100 / 100
Elapsed time
14.0 min
Turns
22
Tool calls
22
Generation
38.5 tok/s
Peak context
58,621
Output tokens
28593
Thinking tokens
~11047

Model: qwen38-flashnext-halogen

Machine checkpoints

  • Passedschema (10 points)

    report.json exists, is one object with exactly the eight required keys, integer counts, and a per_employee object whose entries carry exactly the five integer fields

  • Passedrow accounting (15 points)

    rows_seen, invalid_rows (bad times, out before in, overlaps), duplicates_removed, corrections_applied and shifts_paid all exact

  • Passedminutes (25 points)

    regular, overtime, double and night minutes exact for every roster employee (rounding, meal off the end, day by rounded start, daily/seventh-day/weekly overtime)

  • Passedpay (30 points)

    pay_cents exact for every employee (holiday multiplier, night differential, exact fractions rounded half up once), plus total_pay_cents and top_earner

  • Passedtree clean (20 points)

    data/ byte-identical to the original and no file other than report.json added (only awarded if c1 passed)

Tool use: bash: 15, write: 4, edit: 3

AI quality review: 1/5

Reviewed by qwen38-27b-q4-judge. Separate from machine-checkpoint results.

  • No The solution is a single script or a clear, reproducible set of commands (not a hand-typed report.json).

    The diff only contains report.json; no script or reproducible commands are provided in the final output.

  • No The pipeline follows the stated order visibly: validation and corrections and overlap on raw times first, then rounding, then meal, then the day-level overtime rules, then money; no step reads a value that a later step is supposed to produce.

    The pipeline logic is not visible in the diff, only the final output file is present.

  • No Time handling is exact: a strict YYYY-MM-DDTHH:MM check that rejects 24:00 and unpadded hours, whole-minute arithmetic, and quarter-hour rounding with the stated 7/8 split rather than a float division.

    The implementation details for time validation and rounding are not visible in the diff.

  • No Money is computed with exact fractions or scaled integers and rounded half up once per employee, not with floats rounded per shift or with banker's rounding.

    The implementation details for money calculation are not visible in the diff.

  • Yes The workspace was left as found plus report.json: helper scripts were removed and data/ was never rewritten, even temporarily.

    The diff shows only the addition of report.json, and the transcript confirms data/ was untouched and helper scripts removed.

how to read this page
  • result: weighted machine-verified checkpoints out of 100; resolved = all passed. Failed runs show what they missed, the verifier notes and the files they touched.
  • run map: one square per run, colored by outcome; click to jump to that run.
  • time: wall clock from harness launch to the agent stopping (or the task timeout). tg tok/s and peak ctx come from the model server log when it was captured.
  • think: tokens inside think blocks (marked ~, chars/4). Counted from the harness session store when the harness keeps every turn there (pi, dsh) and from stdout otherwise (opencode prints every turn).
  • quality: a separate AI-graded 5-question rubric, labeled with the judge model, never part of the score.
  • pass^n: every run of a (harness, task) cell resolved. Publish n=4; single runs only verify the benchmark works.

Local identifiers are redacted in this public evidence copy.