This is NOT a standard suite run. It re-runs all 89 tasks with the container resource caps lifted to CPU_OVERRIDE=24 / MEM_OVERRIDE_MB=32768, to measure the full-suite effect of fixing the environment/resource-bound tasks. Everything else matches the 40/89 baseline (suite__20260720-025830): MinimalPi, qwen3.6-35b-a3b, K=1, AGENT_TIMEOUT_MULT=2.0, all config/harness.env defaults.
NON-STANDARD / not leaderboard-comparable: Harbor's leaderboard static-validation
rejects override_cpus + override_memory_mb (recorded in config.json). Compare
its per-task board dots against the standard suite runs as an A/B, not as a
continuation of the standard line.
Prior 7-task resource probe (runs/resource__qwen3.6-35b-a3b__20260721-194555) flipped 3 of the env-bound tasks to PASS (caffe-cifar-10, mcmc-sampling-stan, qemu-alpine-ssh) → implied ~43/89. The other 4 stayed non-pass for non-resource reasons (install-windows-3.11 GUI-capability, make-doom-for-mips hard cross-compile, train-fasttext long multi-run compute, extract-moves-from-video long+wrong-output).
This is a LOW K=1 VARIANCE DRAW, not resource harm. Three K=1 MinimalPi/35b points now: 35 (0718) / 40 (0720) / 31 (0724) → mean ~35, spread ±~5. The 40 baseline was a high draw; 31 is a low draw (regression to the mean explains the lopsided 17-loss/8-gain vs the high baseline).
Evidence it is NOT the override: - Regressions dominated by resource-IRRELEVANT tasks failing on task logic: nginx-request-logging, vulnerable-secret, bn-fit-modify, count-dataset-tokens, pypi-server, pytorch-model-cli (no path by which 24 CPU/32 GB breaks these). - caffe-cifar-10 PASSED in the 7-task probe with the identical override but ERR'd here — same config, opposite result = variance. - Wall-clock 30h33m < 32h09m baseline → no server starvation (would be longer). - Several ERR regressions (cobol, compile-compcert, largest-eigenval, tune-mjcf) are the reasoning-THRASH spiral (unique reworded rumination, "Wait,"x154 etc.), the K=1 variance driver — not caught by DRY/loop-guard/recovery (see AGENT_TODOS).
The override DID deliver its intended gains (mcmc-sampling-stan ERR->PASS, qemu-alpine-ssh ERR->PASS) but the ~2-3 task resource signal is swamped by the ±~8 task K=1 variance. Verdict: resource lift works; measuring it needs K>=3 or the isolated probe, not a single noisy full suite.
llama-local/qwen3.6-35b-a3bagentharnesses.minimal_pi:MinimalPithinkingonreasoning budgetdirect (server/none)* — see journal for the authoritative mechanismmaxTokens / contextWindow65536 / 196608agent timeout ×2.0trials89 of 89 — 31 pass · 41 fail · 17 erroredmean reward0.35tokens (job total)603,179,631 in / 8,628,686 outstarted / finished2026-07-24T16:05 / 2026-07-25T22:38wall clock30h33mErrored trials: AgentTimeoutError (adaptive-rejection-sampler, break-filter-js-from-html, caffe-cifar-10, cobol-modernization, code-from-image, compile-compcert, feal-linear-cryptanalysis, largest-eigenval, llm-inference-batching-scheduler, make-doom-for-mips, make-mips-interpreter, mteb-retrieve, overfull-hbox, protein-assembly, train-fasttext, tune-mjcf, write-compressor)
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 31m48s | 30m00s | 17157279/103703 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 3m03s | 2m17s | 458351/17849 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 40m37s | 40m00s | 7038574/232370 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 2m59s | 2m29s | 1972105/13345 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 2m31s | 1m58s | 337738/15594 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 16m26s | 15m42s | 3416137/97125 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 40m38s | 40m00s | 718528/6914 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 1m15s | 31s | 55433/5075 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 12m43s | 12m05s | 2750557/103740 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 42m50s | 41m20s | 12379793/327087 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 30m31s | 30m00s | 366043/45998 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 40m32s | 40m00s | 4587083/265785 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 1h20m | 1h20m | 57480475/118088 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 1m11s | 30s | 72410/3095 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 2m47s | 2m08s | 393383/22902 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 4m38s | 4m06s | 338118/9404 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 1m24s | 48s | 85706/2243 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 11m29s | 10m47s | 8694891/94152 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 12m56s | 12m16s | 4673213/109031 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 3m40s | 3m06s | 290800/31833 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 31m26s | 30m45s | 2829466/184387 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 6m42s | 5m59s | 3201010/54521 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 4m45s | 4m06s | 735202/24674 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 41m37s | 40m55s | 10567175/62685 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 41m39s | 40m54s | 4872864/330596 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 1h00m | 1h00m | 6594212/279932 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 3m42s | 11s | 13661/1768 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 13m45s | 13m01s | 8900470/84485 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 1m00s | 30s | 200547/3615 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 50s | 19s | 51551/2653 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 7m37s | 3m59s | 492980/19295 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 30m14s | 29m42s | 4835082/220843 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 57s | 14s | 29321/2206 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 2m08s | 1m23s | 389211/11496 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 21m16s | 20m39s | 4822876/172259 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 6m44s | 6m09s | 1690416/30232 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 5m11s | 4m39s | 1469347/33903 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 54m43s | 53m51s | 11497537/69692 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 1m03s | 32s | 125261/4199 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 8m29s | 7m14s | 1590943/29444 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 30m33s | 30m00s | 13970989/133117 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 1h00m | 1h00m | 62730954/398478 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 47s | 15s | 41925/2149 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 4m04s | 3m12s | 2205280/20898 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 31m07s | 30m00s | 41303651/159565 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 1h01m | 1h00m | 25215800/415781 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 28m48s | 16m44s | 242255/9181 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 1m57s | 1m16s | 291004/11896 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 26m38s | 22m16s | 1967678/66539 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 55s | 14s | 19412/2115 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 9m11s | 8m34s | 6204226/20966 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 1h04m | 1h00m | 10517027/478664 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 1m06s | 26s | 34137/4192 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 58s | 24s | 75338/3399 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 1m01s | 30s | 45806/5213 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 25m55s | 25m00s | 14108424/201807 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 21m51s | 20m11s | 6767599/160727 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 49m53s | 49m04s | 14058944/304821 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 44m28s | 43m47s | 31301073/219509 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 11m14s | 9m59s | 1307319/91979 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 22m27s | 21m45s | 4269625/190146 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 3m00s | 1m39s | 285109/8143 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 1h00m | 1h00m | 6488283/90329 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 1m47s | 1m06s | 96735/11140 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 54s | 22s | 80940/2358 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 7m53s | 6m07s | 537359/11945 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 5m56s | 1m04s | 105409/9257 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 25m00s | 24m26s | 1845273/35505 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 1m53s | 1m16s | 84460/4415 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 15m44s | 8m39s | 258678/10542 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 7m43s | 7m12s | 4383716/65130 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 55m45s | 55m12s | 16383421/421098 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 19m58s | 18m34s | 4824859/155431 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 3m46s | 2m17s | 820208/17207 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 16m26s | 15m45s | 1374024/15047 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 12m12s | 10m48s | 3502143/43437 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 2m13s | 1m41s | 1193745/14175 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 45m38s | 45m03s | 65193522/285063 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 11m03s | 10m21s | 9924602/82834 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | PASS | 10m14s | 9m42s | 1091517/87629 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 1m44s | 1m01s | 69808/2510 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 29m33s | 24m14s | 13935711/113600 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 22m11s | 16m20s | 2418977/97314 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 2h00m | 2h00m | 4173131/38441 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 30m46s | 30m00s | 6726612/176986 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 6m31s | 5m49s | 1942606/53169 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 13m40s | 13m05s | 1698138/115090 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | FAIL | 40m39s | 40m05s | 19967538/299884 | 🔍 view |
| # | result | total | agent | in/out tok | flags | |
|---|---|---|---|---|---|---|
| 1 | ERR | 30m40s | 30m00s | 8918892/211647 | 🔍 view |