Rust exact leaf and cache efficiency checks
Exact leaf work avoidance and early cache depth gating improve completed-search latency; shared full-key tables may reduce duplicate worker work within bounded memory.
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Technical recordThe registered protocol
- Hypothesis
- Exact leaf work avoidance and early cache depth gating improve completed-search latency; shared full-key tables may reduce duplicate worker work within bounded memory.
- Arms
Arm Name Entry point Manifest Candidate rust-bitboard-improvements approaches/fair-expectimax/rust-engine/src/search.rs– Comparator Rust dev at 7adb6b36412b4bbef25623183dac1a905570cd1a approaches/fair-expectimax/rust-engine/src/search.rs– - Classification
- engineering
- Information boundary
- public-policy
- Benchmark tier
- CHECK
- Lifecycle
- preregistered
- Theories tested
- Primary metric
- Bit-exact leaf and legal root-column values; descriptive paired wall and process CPU latency on identical constructed public roots
- Secondary metrics
- move/leaf calls, nodes, cache hits
- allocated table bytes, peak process RSS
- five alternating-order repeats; microbenchmark CPU and search time
- private gates 1,2,3; capacities 1024,16384,262144; shared/private tables at equal total entries; 1,2,4 workers
- Statistical unit
- root
- Uncertainty method
- Report every repeat, median and min/max of paired ratios. Constructed roots are mechanics diagnostics; no game confidence interval or population claim.
- Data role
- no-gameplay
- Seed leases
- none recorded
- Whole-origin split
- yes
- Reuse disclosure
- CHECK only: constructed public boards and existing Rust unit/parity fixture domains 0xa5276000-0xa5277fff already opened by the original engine check. No new gameplay cohort, protected/final data, or strength evaluation.
- Pass criteria
- Zero f64 value-bit, selected-action, event or trace mismatches on paired completed-depth checks and existing tests. Cache choices may change realized work, and bounded-work fallback parity is claimed only for identical cache configuration.
- Retain exact leaf and early depth-gate changes when the five-repeat median completed-search speed ratio exceeds 1.03; otherwise record negative and retain as optional or revert.
- Shared cache compares full keys under synchronized nonblocking access, has bounded allocation and decision/configuration scope, and never exposes an incomplete value; keep opt-in unless all measured configurations favor it.
- Run Cargo release checks, native/TypeScript parity, research validation and web build/MDX/figure tests; disclose pre-existing missing historical artifacts.
- On pass
- Publish CHECK engineering result and reviewable PR only; no strength claim or automatic cloud run.
- On fail
- Retain negative/partial measurements and reject exact failing configuration; open no cohort.
- Gate fixed before controlled data
- yes
- Resources
Wall seconds 14400 CPU threads 4 Max host bytes 4294967296 Max GPU bytes – GPU devices – - Stop conditions
- Stop on any semantic mismatch and investigate before timing that arm.
- Stop individual benchmark process after 120 seconds; total benchmark budget 1800 seconds; record partial arms without silently changing configuration.
- One benchmark process at a time, no agent builds/tests during timed batches; fixed 1/2/4 worker sweep, no nested pools. Host is an interactive macOS workstation without hard affinity/isolation; report timings as shared-host diagnostics, never exclusive-machine throughput.
- Stop at 4 GiB requested engine memory; no system settings, cloud resources or new game seeds.
- Expected artifacts
approaches/fair-expectimax/rust-engine/experiments/optimization-check/runs/<run-id>/artifacts/results/<experiment-id>/<run-id>/research/system-profiles/<machine-id>.json
- Amendments
- none recorded
Technical recordResults recorded against this protocol
Avoiding mathematically unused leaf work preserved exact values and reduced completed D4/S7 search from 12.052394167 to 11.257799041 median seconds per six constructed roots (1.07058x ratio of medians; 1.06786x paired median), with 4.4384% fewer retired instructions over five repeats. The leaf microbatch improved 1.16989x with 10.6541% fewer instructions. Unpack simplification had no credible independent speed gain. Capacity/depth sweeps quantify memory versus recomputation. A bounded full-key shared table saves work at multiple workers but offers only modest latency gains and loses slightly at one worker, so private gate 1 remains default. This is a local CHECK engineering result on an interactive M3 Pro, not stronger-play evidence.
- ✓Zero exact value/action/feature/trace mismatches on completed checks. — observed: All 210 timed processes completed with matching values/actions; 33,740 × 18 raw leaf feature bits and 1,296 unpack cases pass. 40 Rust tests and strict-FP C++/TypeScript gates pass. Default-contraction failures were investigated and retained before timing.
- ✓Five-repeat median completed-search ratio exceeds 1.03 for retained default package. — observed: D4/S7/gate1/cap16384 ratio of medians 1.0705817472; median paired ratio 1.0678604115, range 1.0582717724–1.1158545109. Median retired instructions fell 4.4384334782%. Leaf-only ablation also passes. Standalone unpack gain is not supported.
- ✓Bounded synchronized full-key shared cache; retain opt-in unless every measured setting favors it. — observed: Full-key/depth/collision/contention/lifetime and resource tests pass. One worker shared is slightly slower; four-worker gate 1 saves 5.17943% median work and 3.91020% instructions, with 1.0301088 ratio of latency medians. Private/gate1 defaults remain.
- ✓Five repeats of all registered arms within 1800 seconds and four timing workers. — observed: 210 completed processes; 1762.724547493 cumulative measured-process seconds; no timeout or semantic mismatch. Every raw stdout/stderr and measured source snapshot is retained.
- –Repository/native/TypeScript/Rust and web validation pass or existing limitations are disclosed. — observed: 40 Rust tests, native/TypeScript gates, 6 research tests, 70 web tests, production build, typecheck, lint, MDX, frontmatter and figure/style/metadata checks pass. Absent-data rendering: 8/8. Desktop visual checks pass. Aggregate make -k test reports the same 96 pre-existing missing artifact errors; separate chart suite is 63/64 due to an unchanged stale evolution fixture expectation. Route sweep: 727/728; /compete lacks local GitHub authentication configuration.
Technical recordRecorded metrics
- compareAndSweep
- Sum of six search timers, excluding table allocation and process startup; micro/unpack use their inner-loop timer.
- parallel
- Sum of six decision wall timers, including planning, allocation, execution and reduction, excluding process startup.
- leaf-compare
- group
- unpack-d4-g1
- arm
- baseline
- repeats
- 5
- searchSeconds
- median
- 0.0044
- min
- 0.0043
- max
- 0.0061
- processCpuSeconds
- median
- 0
- min
- 0
- max
- 0
- instructions
- median
- 109,744,103
- min
- 109,675,421
- max
- 110,312,079
- cycles
- median
- 23,389,876
- min
- 22,729,393
- max
- 24,499,557
- peakRssBytes
- median
- 1,540,096
- min
- 1,540,096
- max
- 1,540,096
- work
- median
- 0
- min
- 0
- max
- 0
- processElapsedSeconds
- median
- 0.0126
- min
- 0.0113
- max
- 0.0143
- initializationSeconds
- tableBytes
- []
- leafCalls
- median
- 0
- min
- 0
- max
- 0
- cacheHits
- median
- 0
- min
- 0
- max
- 0
- group
- unpack-d4-g1
- arm
- candidate
- repeats
- 5
- searchSeconds
- median
- 0.0047
- min
- 0.0044
- max
- 0.0132
- processCpuSeconds
- median
- 0
- min
- 0
- max
- 0.0100
- instructions
- median
- 109,653,738
- min
- 109,617,255
- max
- 110,686,044
- cycles
- median
- 23,640,905
- min
- 23,402,902
- max
- 38,576,838
- peakRssBytes
- median
- 1,523,712
- min
- 1,523,712
- max
- 1,523,712
- work
- median
- 0
- min
- 0
- max
- 0
- processElapsedSeconds
- median
- 0.0146
- min
- 0.0112
- max
- 0.3647
- initializationSeconds
- tableBytes
- []
- leafCalls
- median
- 0
- min
- 0
- max
- 0
- cacheHits
- median
- 0
- min
- 0
- max
- 0
- group
- micro-d4-g1
- arm
- baseline
- repeats
- 5
- searchSeconds
- median
- 0.5867
- min
- 0.5705
- max
- 0.6020
- processCpuSeconds
- median
- 0.5800
- min
- 0.5600
- max
- 0.5900
- instructions
- median
- 10,348,271,692
- min
- 10,345,931,981
- max
- 10,350,473,327
- cycles
- median
- 2,153,558,582
- min
- 2,108,548,314
- max
- 2,187,826,098
- peakRssBytes
- median
- 1,556,480
- min
- 1,556,480
- max
- 1,556,480
- work
- median
- 0
- min
- 0
- max
- 0
- processElapsedSeconds
- median
- 0.5944
- min
- 0.5757
- max
- 0.6072
- initializationSeconds
- tableBytes
- []
- leafCalls
- median
- 1,200,000
- min
- 1,200,000
- max
- 1,200,000
- cacheHits
- median
- 0
- min
- 0
- max
- 0
- group
- micro-d4-g1
- arm
- candidate
- repeats
- 5
- searchSeconds
- median
- 0.5010
- min
- 0.4848
- max
- 0.5363
- processCpuSeconds
- median
- 0.4900
- min
- 0.4800
- max
- 0.5200
- instructions
- median
- 9,245,104,182
- min
- 9,243,220,272
- max
- 9,246,259,426
- cycles
- median
- 1,840,664,752
- min
- 1,796,181,041
- max
- 1,871,679,633
- peakRssBytes
- median
- 1,540,096
- min
- 1,540,096
- max
- 1,540,096
- work
- median
- 0
- min
- 0
- max
- 0
- processElapsedSeconds
- median
- 0.5067
- min
- 0.4904
- max
- 0.5415
- initializationSeconds
- tableBytes
- []
- leafCalls
- median
- 1,200,000
- min
- 1,200,000
- max
- 1,200,000
- cacheHits
- median
- 0
- min
- 0
- max
- 0
- group
- search-d3-g1
- arm
- baseline
- repeats
- 5
- searchSeconds
- median
- 0.3269
- min
- 0.3253
- max
- 0.3281
- processCpuSeconds
- median
- 0.3200
- min
- 0.3200
- max
- 0.3200
- instructions
- median
- 6,331,266,063
- min
- 6,330,826,853
- max
- 6,331,767,429
- cycles
- median
- 1,196,013,334
- min
- 1,194,476,676
- max
- 1,197,342,907
- peakRssBytes
- median
- 2,375,680
- min
- 2,375,680
- max
- 2,392,064
- work
- median
- 1,056,909
- min
- 1,056,909
- max
- 1,056,909
- processElapsedSeconds
- median
- 0.3329
- min
- 0.3307
- max
- 0.3338
- initializationSeconds
- median
- 0.0001
- min
- 0.0001
- max
- 0.0002
- tableBytes
- 786,432
- leafCalls
- median
- 522,291
- min
- 522,291
- max
- 522,291
- cacheHits
- median
- 1,418
- min
- 1,418
- max
- 1,418
- group
- search-d3-g1
- arm
- candidate
- repeats
- 5
- searchSeconds
- median
- 0.3061
- min
- 0.3003
- max
- 0.3088
- processCpuSeconds
- median
- 0.3000
- min
- 0.2900
- max
- 0.3000
- instructions
- median
- 6,076,956,618
- min
- 6,076,132,822
- max
- 6,077,985,408
- cycles
- median
- 1,123,345,314
- min
- 1,119,158,971
- max
- 1,125,460,521
- peakRssBytes
- median
- 2,392,064
- min
- 2,359,296
- max
- 2,392,064
- work
- median
- 1,056,909
- min
- 1,056,909
- max
- 1,056,909
- processElapsedSeconds
- median
- 0.3119
- min
- 0.3064
- max
- 0.3147
- initializationSeconds
- median
- 0.0001
- min
- 0.0001
- max
- 0.0002
- tableBytes
- 786,432
- leafCalls
- median
- 522,291
- min
- 522,291
- max
- 522,291
- cacheHits
- median
- 1,418
- min
- 1,418
- max
- 1,418
- group
- search-d4-g1
- arm
- baseline
- repeats
- 5
- searchSeconds
- median
- 11.8807
- min
- 11.5238
- max
- 12.4571
- processCpuSeconds
- median
- 11.7700
- min
- 11.4900
- max
- 12.0900
- instructions
- median
- 222,809,644,215
- min
- 222,747,903,864
- max
- 222,961,965,744
- cycles
- median
- 42,181,127,379
- min
- 42,005,171,097
- max
- 42,705,067,986
- peakRssBytes
- median
- 2,375,680
- min
- 2,375,680
- max
- 2,375,680
- work
- median
- 39,288,466
- min
- 39,288,466
- max
- 39,288,466
- processElapsedSeconds
- median
- 11.8876
- min
- 11.5296
- max
- 12.4655
- initializationSeconds
- median
- 0.0002
- min
- 0.0001
- max
- 0.0002
- tableBytes
- 786,432
- leafCalls
- median
- 19,377,708
- min
- 19,377,708
- max
- 19,377,708
- cacheHits
- median
- 126,478
- min
- 126,478
- max
- 126,478
- group
- search-d4-g1
- arm
- candidate
- repeats
- 5
- searchSeconds
- median
- 10.9436
- min
- 10.8329
- max
- 11.0619
- processCpuSeconds
- median
- 10.8800
- min
- 10.7900
- max
- 10.9200
- instructions
- median
- 212,939,447,666
- min
- 212,906,170,882
- max
- 212,950,603,555
- cycles
- median
- 39,288,185,051
- min
- 39,140,008,134
- max
- 39,360,181,912
- peakRssBytes
- median
- 2,359,296
- min
- 2,359,296
- max
- 2,392,064
- work
- median
- 39,288,466
- min
- 39,288,466
- max
- 39,288,466
- processElapsedSeconds
- median
- 10.9558
- min
- 10.8391
- max
- 11.0688
- initializationSeconds
- median
- 0.0002
- min
- 0.0001
- max
- 0.0002
- tableBytes
- 786,432
- leafCalls
- median
- 19,377,708
- min
- 19,377,708
- max
- 19,377,708
- cacheHits
- median
- 126,478
- min
- 126,478
- max
- 126,478
- group
- search-d4-g2
- arm
- baseline
- repeats
- 5
- searchSeconds
- median
- 15.5039
- min
- 15.2326
- max
- 16.0109
- processCpuSeconds
- median
- 15.3100
- min
- 15.1100
- max
- 15.5700
- instructions
- median
- 288,238,401,436
- min
- 288,188,652,863
- max
- 288,438,222,483
- cycles
- median
- 54,232,436,107
- min
- 54,057,750,803
- max
- 54,973,152,414
- peakRssBytes
- median
- 2,375,680
- min
- 2,375,680
- max
- 2,375,680
- work
- median
- 51,537,948
- min
- 51,537,948
- max
- 51,537,948
- processElapsedSeconds
- median
- 15.5108
- min
- 15.2407
- max
- 16.0196
- initializationSeconds
- median
- 0.0001
- min
- 0.0001
- max
- 0.0002
- tableBytes
- 786,432
- leafCalls
- median
- 25,502,449
- min
- 25,502,449
- max
- 25,502,449
- cacheHits
- median
- 1,450
- min
- 1,450
- max
- 1,450
- group
- search-d4-g2
- arm
- candidate
- repeats
- 5
- searchSeconds
- median
- 14.6619
- min
- 14.3648
- max
- 14.8125
- processCpuSeconds
- median
- 14.4000
- min
- 14.1000
- max
- 14.5200
- instructions
- median
- 275,646,811,816
- min
- 275,577,572,226
- max
- 275,780,145,917
- cycles
- median
- 50,805,935,341
- min
- 50,548,358,675
- max
- 51,110,331,267
- peakRssBytes
- median
- 2,359,296
- min
- 2,359,296
- max
- 2,375,680
- work
- median
- 51,537,948
- min
- 51,537,948
- max
- 51,537,948
- processElapsedSeconds
- median
- 14.6759
- min
- 14.3730
- max
- 14.8225
- initializationSeconds
- median
- 0.0002
- min
- 0.0001
- max
- 0.0004
- tableBytes
- 786,432
- leafCalls
- median
- 25,502,449
- min
- 25,502,449
- max
- 25,502,449
- cacheHits
- median
- 1,450
- min
- 1,450
- max
- 1,450
- compare
- group
- unpack-d4-g1
- arm
- baseline
- repeats
- 5
- searchSeconds
- median
- 0.0050
- min
- 0.0044
- max
- 0.0056
- processCpuSeconds
- median
- 0
- min
- 0
- max
- 0
- instructions
- median
- 109,784,960
- min
- 109,665,937
- max
- 110,877,143
- cycles
- median
- 22,274,399
- min
- 22,147,788
- max
- 25,325,063
- peakRssBytes
- median
- 1,540,096
- min
- 1,540,096
- max
- 1,540,096
- work
- median
- 0
- min
- 0
- max
- 0
- processElapsedSeconds
- median
- 0.0115
- min
- 0.0100
- max
- 0.0186
- initializationSeconds
- tableBytes
- []
- leafCalls
- median
- 0
- min
- 0
- max
- 0
- cacheHits
- median
- 0
- min
- 0
- max
- 0
- group
- unpack-d4-g1
- arm
- candidate
- repeats
- 5
- searchSeconds
- median
- 0.0052
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- processCpuSeconds
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- instructions
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- 109,720,197
- min
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- cycles
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- 22,730,395
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- 21,901,868
- max
- 40,119,971
- peakRssBytes
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- 1,523,712
- min
- 1,523,712
- max
- 1,523,712
- work
- median
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- 0.3921
- initializationSeconds
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- []
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- median
- 0
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- 0
- cacheHits
- median
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- min
- 0
- max
- 0
- group
- micro-d4-g1
- arm
- baseline
- repeats
- 5
- searchSeconds
- median
- 0.6044
- min
- 0.5943
- max
- 0.6273
- processCpuSeconds
- median
- 0.6000
- min
- 0.5900
- max
- 0.6200
- instructions
- median
- 10,346,642,712
- min
- 10,346,106,558
- max
- 10,349,591,787
- cycles
- median
- 2,166,043,263
- min
- 2,144,130,004
- max
- 2,206,369,346
- peakRssBytes
- median
- 1,556,480
- min
- 1,556,480
- max
- 1,556,480
- work
- median
- 0
- min
- 0
- max
- 0
- processElapsedSeconds
- median
- 0.6100
- min
- 0.6002
- max
- 0.6328
- initializationSeconds
- tableBytes
- []
- leafCalls
- median
- 1,200,000
- min
- 1,200,000
- max
- 1,200,000
- cacheHits
- median
- 0
- min
- 0
- max
- 0
- group
- micro-d4-g1
- arm
- candidate
- repeats
- 5
- searchSeconds
- median
- 0.5166
- min
- 0.5074
- max
- 0.5393
- processCpuSeconds
- median
- 0.5100
- min
- 0.5000
- max
- 0.5200
- instructions
- median
- 9,244,298,981
- min
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- cycles
- median
- 1,848,038,145
- min
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- max
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- peakRssBytes
- median
- 1,540,096
- min
- 1,540,096
- max
- 1,540,096
- work
- median
- 0
- min
- 0
- max
- 0
- processElapsedSeconds
- median
- 0.5225
- min
- 0.5130
- max
- 0.5446
- initializationSeconds
- tableBytes
- []
- leafCalls
- median
- 1,200,000
- min
- 1,200,000
- max
- 1,200,000
- cacheHits
- median
- 0
- min
- 0
- max
- 0
- group
- search-d3-g1
- arm
- baseline
- repeats
- 5
- searchSeconds
- median
- 0.3381
- min
- 0.3334
- max
- 0.3441
- processCpuSeconds
- median
- 0.3300
- min
- 0.3300
- max
- 0.3300
- instructions
- median
- 6,332,174,374
- min
- 6,330,796,624
- max
- 6,333,846,498
- cycles
- median
- 1,194,370,284
- min
- 1,191,677,296
- max
- 1,202,938,008
- peakRssBytes
- median
- 2,375,680
- min
- 2,375,680
- max
- 2,392,064
- work
- median
- 1,056,909
- min
- 1,056,909
- max
- 1,056,909
- processElapsedSeconds
- median
- 0.3438
- min
- 0.3407
- max
- 0.3509
- initializationSeconds
- median
- 0.0001
- min
- 0.0001
- max
- 0.0002
- tableBytes
- 786,432
- leafCalls
- median
- 522,291
- min
- 522,291
- max
- 522,291
- cacheHits
- median
- 1,418
- min
- 1,418
- max
- 1,418
- group
- search-d3-g1
- arm
- candidate
- repeats
- 5
- searchSeconds
- median
- 0.3179
- min
- 0.3108
- max
- 0.3261
- processCpuSeconds
- median
- 0.3100
- min
- 0.3100
- max
- 0.3200
- instructions
- median
- 6,076,931,465
- min
- 6,075,615,934
- max
- 6,080,904,545
- cycles
- median
- 1,123,053,211
- min
- 1,120,709,257
- max
- 1,135,277,915
- peakRssBytes
- median
- 2,359,296
- min
- 2,359,296
- max
- 2,375,680
- work
- median
- 1,056,909
- min
- 1,056,909
- max
- 1,056,909
- processElapsedSeconds
- median
- 0.3252
- min
- 0.3178
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- webBuildPassed
- true
- webTypecheckPassed
- true
- webLintPassed
- true
- parallelDecisionsMatched
- 360
- webRouteChecks
- 728
- webRouteFailures
- 1
- noDataChecks
- 8
- noDataFailures
- 0
- Constructed six-root mechanics workload, five repeats per arm; no gameplay-strength cohort, score confidence interval, protected/final seed, or million-point claim.
- Interactive Apple M3 Pro/macOS workstation with Chrome, WindowServer and Codex active; no affinity, exclusive CPU lease, thermal/frequency trace or maximum-throughput claim. Later capacity repeats experienced desktop contention; every repeat and min/max is retained.
- Sequential search timers exclude table allocation; parallel decision timers include planning, initialization, execution and reduction. Process counters include the harness. CPU seconds print to 0.01 seconds; tiny unpack timings are noisy.
- Exact bits are checked under the existing canonical search order. This preserves existing floating accumulation/tie behavior, not a new guarantee for independently evaluated raw mirrored boards.
- Shared hits/work depend on scheduling. Equal completed-depth values do not imply identical stopping depths or fallback actions at a fixed work budget across cache configurations.
- Tables compare complete keys and publish completed values under synchronized nonblocking access. Shared storage is fresh per decision/parameter/leaf definition, not reusable across games or changing evaluators.
- Equal-entry worker comparisons use 65,536 total entries, split zero internal plies, depth 4/strata 7 and 1/2/4 workers. Shared projection includes 40,960 extra bytes for stripes/runtime locks; allocator metadata and thread stacks are excluded from table estimates. Peak process RSS is separately measured.
- The standalone unpack rewrite produced no credible speedup or useful instruction reduction. The leaf-only ablation accounts for most combined improvement; early hash gating has no separately isolated performance claim.
- The existing C++ reference built with default arm64 floating contraction differed on one of six leaf/root fixtures for both baseline and candidate. Both were corrected by compiling the reference with -ffp-contract=off before final gates and candidate timing; original failed checks are retained.
- make -k test passed native/TypeScript checks but aggregate research validation reports 96 pre-existing missing historical artifacts. Those records/hashes were not rewritten. Web build, typecheck, lint and 70 web tests pass. The separate chart library has 63 passes and one pre-existing stale evolution-snapshot expectation; both its test and fixture match HEAD. The full route sweep passes 727/728; /compete lacks local GitHub authentication configuration. Both Rust pages/cards, charts and diagram pass desktop visual checks; absent-data rendering passes eight checks.
- This source adds table_scope to ParallelConfig. External callers using exhaustive struct literals must add the field or use Default; default private scope and depth threshold 1 are preserved.
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