FAILURE MAP

Understand the failure.
Verify the repair.

Small, reproducible software failures. The broken implementation, the fix that didn’t work, and the one that passed—preserved together.

Explore the cases ↓How results are verified ↗
100840Executable case variants
20168Distinct failure mechanisms
302520Executed implementations
20168Open-access cases

WHAT THE ARCHIVE CONTAINS

100840 executable cases. 20168 are open.

Every case records the implementation that fails, the fix that did not work, and the repair that passed its checks—with recorded outputs and source hashes. This release adds 100840 cases across 20168 failure mechanisms and 254 domains.

The open tier gives you the failure and the unsuccessful fix for one case in every mechanism. The remaining 80672 cases, 5 variants per mechanism, are member-only: the verified repair, its recorded checks, and the full fixture suite are held in the member archive. Read the methodology ↗

A RECORD OF WHAT WENT WRONG

Browse the archive / 100840

Python · Standard library
REFERENCEFAILURE MECHANISMDOMAINACCESS
FA-65801

Rosenzweig-MacArthur equilibrium and enrichment stability: predator equilibrium · case 01

Predator equilibrium is understated for slow handlers.

Ecological population dynamics● Open access↗
FA-65802

Rosenzweig-MacArthur equilibrium and enrichment stability: predator equilibrium · case 02

Predator equilibrium is understated for slow handlers.

Ecological population dynamics◈ Members↗
FA-65803

Rosenzweig-MacArthur equilibrium and enrichment stability: predator equilibrium · case 03

Predator equilibrium is understated for slow handlers.

Ecological population dynamics◈ Members↗
FA-65804

Rosenzweig-MacArthur equilibrium and enrichment stability: predator equilibrium · case 04

Predator equilibrium is understated for slow handlers.

Ecological population dynamics◈ Members↗
FA-65805

Rosenzweig-MacArthur equilibrium and enrichment stability: predator equilibrium · case 05

Predator equilibrium is understated for slow handlers.

Ecological population dynamics◈ Members↗
FA-65806

Rosenzweig-MacArthur equilibrium and enrichment stability: prey isocline hump · case 01

The enrichment threshold is placed at twice its true density.

Ecological population dynamics● Open access↗
FA-65807

Rosenzweig-MacArthur equilibrium and enrichment stability: prey isocline hump · case 02

The enrichment threshold is placed at twice its true density.

Ecological population dynamics◈ Members↗
FA-65808

Rosenzweig-MacArthur equilibrium and enrichment stability: prey isocline hump · case 03

The enrichment threshold is placed at twice its true density.

Ecological population dynamics◈ Members↗
FA-65809

Rosenzweig-MacArthur equilibrium and enrichment stability: prey isocline hump · case 04

The enrichment threshold is placed at twice its true density.

Ecological population dynamics◈ Members↗
FA-65810

Rosenzweig-MacArthur equilibrium and enrichment stability: prey isocline hump · case 05

The enrichment threshold is placed at twice its true density.

Ecological population dynamics◈ Members↗
FA-65811

Rosenzweig-MacArthur equilibrium and enrichment stability: Hopf boundary · case 01

The exact Hopf bifurcation point is labelled stable.

Ecological population dynamics● Open access↗
FA-65812

Rosenzweig-MacArthur equilibrium and enrichment stability: Hopf boundary · case 02

The exact Hopf bifurcation point is labelled stable.

Ecological population dynamics◈ Members↗
FA-65813

Rosenzweig-MacArthur equilibrium and enrichment stability: Hopf boundary · case 03

The exact Hopf bifurcation point is labelled stable.

Ecological population dynamics◈ Members↗
FA-65814

Rosenzweig-MacArthur equilibrium and enrichment stability: Hopf boundary · case 04

The exact Hopf bifurcation point is labelled stable.

Ecological population dynamics◈ Members↗
FA-65815

Rosenzweig-MacArthur equilibrium and enrichment stability: Hopf boundary · case 05

The exact Hopf bifurcation point is labelled stable.

Ecological population dynamics◈ Members↗
FA-65816

Count-based population viability (diffusion approximation): sample variance · case 01

Environmental variance is underestimated, understating extinction risk.

Ecological population dynamics● Open access↗
FA-65817

Count-based population viability (diffusion approximation): sample variance · case 02

Environmental variance is underestimated, understating extinction risk.

Ecological population dynamics◈ Members↗
FA-65818

Count-based population viability (diffusion approximation): sample variance · case 03

Environmental variance is underestimated, understating extinction risk.

Ecological population dynamics◈ Members↗
FA-65819

Count-based population viability (diffusion approximation): sample variance · case 04

Environmental variance is underestimated, understating extinction risk.

Ecological population dynamics◈ Members↗
FA-65820

Count-based population viability (diffusion approximation): sample variance · case 05

Environmental variance is underestimated, understating extinction risk.

Ecological population dynamics◈ Members↗
FA-65821

Count-based population viability (diffusion approximation): log ratio direction · case 01

Declining populations appear to grow.

Ecological population dynamics● Open access↗
FA-65822

Count-based population viability (diffusion approximation): log ratio direction · case 02

Declining populations appear to grow.

Ecological population dynamics◈ Members↗
FA-65823

Count-based population viability (diffusion approximation): log ratio direction · case 03

Declining populations appear to grow.

Ecological population dynamics◈ Members↗
FA-65824

Count-based population viability (diffusion approximation): log ratio direction · case 04

Declining populations appear to grow.

Ecological population dynamics◈ Members↗
FA-65825

Count-based population viability (diffusion approximation): log ratio direction · case 05

Declining populations appear to grow.

Ecological population dynamics◈ Members↗
FA-65826

Count-based population viability (diffusion approximation): distance to threshold · case 01

Risk is computed from the first census rather than the current population.

Ecological population dynamics● Open access↗
FA-65827

Count-based population viability (diffusion approximation): distance to threshold · case 02

Risk is computed from the first census rather than the current population.

Ecological population dynamics◈ Members↗
FA-65828

Count-based population viability (diffusion approximation): distance to threshold · case 03

Risk is computed from the first census rather than the current population.

Ecological population dynamics◈ Members↗
FA-65829

Count-based population viability (diffusion approximation): distance to threshold · case 04

Risk is computed from the first census rather than the current population.

Ecological population dynamics◈ Members↗
FA-65830

Count-based population viability (diffusion approximation): distance to threshold · case 05

Risk is computed from the first census rather than the current population.

Ecological population dynamics◈ Members↗
FA-65831

Count-based population viability (diffusion approximation): reflection term sign · case 01

Growing populations receive inflated extinction probabilities.

Ecological population dynamics● Open access↗
FA-65832

Count-based population viability (diffusion approximation): reflection term sign · case 02

Growing populations receive inflated extinction probabilities.

Ecological population dynamics◈ Members↗
FA-65833

Count-based population viability (diffusion approximation): reflection term sign · case 03

Growing populations receive inflated extinction probabilities.

Ecological population dynamics◈ Members↗
FA-65834

Count-based population viability (diffusion approximation): reflection term sign · case 04

Growing populations receive inflated extinction probabilities.

Ecological population dynamics◈ Members↗
FA-65835

Count-based population viability (diffusion approximation): reflection term sign · case 05

Growing populations receive inflated extinction probabilities.

Ecological population dynamics◈ Members↗
FA-65836

Count-based population viability (diffusion approximation): time scaling · case 01

Uncertainty grows linearly instead of with the square root of time.

Ecological population dynamics● Open access↗
FA-65837

Count-based population viability (diffusion approximation): time scaling · case 02

Uncertainty grows linearly instead of with the square root of time.

Ecological population dynamics◈ Members↗
FA-65838

Count-based population viability (diffusion approximation): time scaling · case 03

Uncertainty grows linearly instead of with the square root of time.

Ecological population dynamics◈ Members↗
FA-65839

Count-based population viability (diffusion approximation): time scaling · case 04

Uncertainty grows linearly instead of with the square root of time.

Ecological population dynamics◈ Members↗
FA-65840

Count-based population viability (diffusion approximation): time scaling · case 05

Uncertainty grows linearly instead of with the square root of time.

Ecological population dynamics◈ Members↗
FA-65841

Empty aircraft weight counted without its moment · case 01

Loaded CG sits far forward of any realistic value while total weight looks right.

Aviation weight and balance● Open access↗
FA-65842

Empty aircraft weight counted without its moment · case 02

Loaded CG sits far forward of any realistic value while total weight looks right.

Aviation weight and balance◈ Members↗
FA-65843

Empty aircraft weight counted without its moment · case 03

Loaded CG sits far forward of any realistic value while total weight looks right.

Aviation weight and balance◈ Members↗
FA-65844

Empty aircraft weight counted without its moment · case 04

Loaded CG sits far forward of any realistic value while total weight looks right.

Aviation weight and balance◈ Members↗
FA-65845

Empty aircraft weight counted without its moment · case 05

Loaded CG sits far forward of any realistic value while total weight looks right.

Aviation weight and balance◈ Members↗
FA-65846

Avgas and jet fuel densities transposed · case 01

Fuel weight is overstated for avgas aircraft and understated for diesel-converted aircraft.

Aviation weight and balance● Open access↗
FA-65847

Avgas and jet fuel densities transposed · case 02

Fuel weight is overstated for avgas aircraft and understated for diesel-converted aircraft.

Aviation weight and balance◈ Members↗
FA-65848

Avgas and jet fuel densities transposed · case 03

Fuel weight is overstated for avgas aircraft and understated for diesel-converted aircraft.

Aviation weight and balance◈ Members↗
FA-65849

Avgas and jet fuel densities transposed · case 04

Fuel weight is overstated for avgas aircraft and understated for diesel-converted aircraft.

Aviation weight and balance◈ Members↗
FA-65850

Avgas and jet fuel densities transposed · case 05

Fuel weight is overstated for avgas aircraft and understated for diesel-converted aircraft.

Aviation weight and balance◈ Members↗
FA-65851

Fuel moment computed from gallons instead of pounds · case 01

Adding fuel moves the computed CG forward even though the tanks are aft of the loaded CG.

Aviation weight and balance● Open access↗
FA-65852

Fuel moment computed from gallons instead of pounds · case 02

Adding fuel moves the computed CG forward even though the tanks are aft of the loaded CG.

Aviation weight and balance◈ Members↗
FA-65853

Fuel moment computed from gallons instead of pounds · case 03

Adding fuel moves the computed CG forward even though the tanks are aft of the loaded CG.

Aviation weight and balance◈ Members↗
FA-65854

Fuel moment computed from gallons instead of pounds · case 04

Adding fuel moves the computed CG forward even though the tanks are aft of the loaded CG.

Aviation weight and balance◈ Members↗
FA-65855

Fuel moment computed from gallons instead of pounds · case 05

Adding fuel moves the computed CG forward even though the tanks are aft of the loaded CG.

Aviation weight and balance◈ Members↗
FA-65856

Equipment removal entries silently skipped · case 01

Aircraft with a removed seat or fairing report the as-equipped weight and CG.

Aviation weight and balance● Open access↗
FA-65857

Equipment removal entries silently skipped · case 02

Aircraft with a removed seat or fairing report the as-equipped weight and CG.

Aviation weight and balance◈ Members↗
FA-65858

Equipment removal entries silently skipped · case 03

Aircraft with a removed seat or fairing report the as-equipped weight and CG.

Aviation weight and balance◈ Members↗
FA-65859

Equipment removal entries silently skipped · case 04

Aircraft with a removed seat or fairing report the as-equipped weight and CG.

Aviation weight and balance◈ Members↗
FA-65860

Equipment removal entries silently skipped · case 05

Aircraft with a removed seat or fairing report the as-equipped weight and CG.

Aviation weight and balance◈ Members↗
FA-65861

Loaded CG truncated instead of rounded · case 01

The reported CG is a hundredth of an inch forward of the computed value for many loads.

Aviation weight and balance● Open access↗
FA-65862

Loaded CG truncated instead of rounded · case 02

The reported CG is a hundredth of an inch forward of the computed value for many loads.

Aviation weight and balance◈ Members↗
FA-65863

Loaded CG truncated instead of rounded · case 03

The reported CG is a hundredth of an inch forward of the computed value for many loads.

Aviation weight and balance◈ Members↗
FA-65864

Loaded CG truncated instead of rounded · case 04

The reported CG is a hundredth of an inch forward of the computed value for many loads.

Aviation weight and balance◈ Members↗
FA-65865

Loaded CG truncated instead of rounded · case 05

The reported CG is a hundredth of an inch forward of the computed value for many loads.

Aviation weight and balance◈ Members↗
FA-65866

A CG exactly on the forward limit line is rejected · case 01

Loads placed precisely on the sloped forward boundary are reported FWD.

Aviation weight and balance● Open access↗
FA-65867

A CG exactly on the forward limit line is rejected · case 02

Loads placed precisely on the sloped forward boundary are reported FWD.

Aviation weight and balance◈ Members↗
FA-65868

A CG exactly on the forward limit line is rejected · case 03

Loads placed precisely on the sloped forward boundary are reported FWD.

Aviation weight and balance◈ Members↗
FA-65869

A CG exactly on the forward limit line is rejected · case 04

Loads placed precisely on the sloped forward boundary are reported FWD.

Aviation weight and balance◈ Members↗
FA-65870

A CG exactly on the forward limit line is rejected · case 05

Loads placed precisely on the sloped forward boundary are reported FWD.

Aviation weight and balance◈ Members↗
FA-65871

Utility category inherits the normal gross weight · case 01

Utility-category flights between 2200 and 2550 lb are accepted and evaluated for CG.

Aviation weight and balance● Open access↗
FA-65872

Utility category inherits the normal gross weight · case 02

Utility-category flights between 2200 and 2550 lb are accepted and evaluated for CG.

Aviation weight and balance◈ Members↗
FA-65873

Utility category inherits the normal gross weight · case 03

Utility-category flights between 2200 and 2550 lb are accepted and evaluated for CG.

Aviation weight and balance◈ Members↗
FA-65874

Utility category inherits the normal gross weight · case 04

Utility-category flights between 2200 and 2550 lb are accepted and evaluated for CG.

Aviation weight and balance◈ Members↗
FA-65875

Utility category inherits the normal gross weight · case 05

Utility-category flights between 2200 and 2550 lb are accepted and evaluated for CG.

Aviation weight and balance◈ Members↗
FA-65876

Sloped forward limit interpolated from the wrong end · case 01

Heavy aircraft get a forward limit near 35 in and light aircraft near 41 in on the sloped segment.

Aviation weight and balance● Open access↗
FA-65877

Sloped forward limit interpolated from the wrong end · case 02

Heavy aircraft get a forward limit near 35 in and light aircraft near 41 in on the sloped segment.

Aviation weight and balance◈ Members↗
FA-65878

Sloped forward limit interpolated from the wrong end · case 03

Heavy aircraft get a forward limit near 35 in and light aircraft near 41 in on the sloped segment.

Aviation weight and balance◈ Members↗
FA-65879

Sloped forward limit interpolated from the wrong end · case 04

Heavy aircraft get a forward limit near 35 in and light aircraft near 41 in on the sloped segment.

Aviation weight and balance◈ Members↗
FA-65880

Sloped forward limit interpolated from the wrong end · case 05

Heavy aircraft get a forward limit near 35 in and light aircraft near 41 in on the sloped segment.

Aviation weight and balance◈ Members↗
FA-65881

Utility aft limit replaced by the normal aft limit · case 01

Utility-category loads well aft of 40.5 in are reported IN.

Aviation weight and balance● Open access↗
FA-65882

Utility aft limit replaced by the normal aft limit · case 02

Utility-category loads well aft of 40.5 in are reported IN.

Aviation weight and balance◈ Members↗
FA-65883

Utility aft limit replaced by the normal aft limit · case 03

Utility-category loads well aft of 40.5 in are reported IN.

Aviation weight and balance◈ Members↗
FA-65884

Utility aft limit replaced by the normal aft limit · case 04

Utility-category loads well aft of 40.5 in are reported IN.

Aviation weight and balance◈ Members↗
FA-65885

Utility aft limit replaced by the normal aft limit · case 05

Utility-category loads well aft of 40.5 in are reported IN.

Aviation weight and balance◈ Members↗
FA-65886

CG verdict reported before the overweight condition · case 01

An overweight aircraft with a forward or aft CG is reported as a CG problem instead of OVERWEIGHT.

Aviation weight and balance● Open access↗
FA-65887

CG verdict reported before the overweight condition · case 02

An overweight aircraft with a forward or aft CG is reported as a CG problem instead of OVERWEIGHT.

Aviation weight and balance◈ Members↗
FA-65888

CG verdict reported before the overweight condition · case 03

An overweight aircraft with a forward or aft CG is reported as a CG problem instead of OVERWEIGHT.

Aviation weight and balance◈ Members↗
FA-65889

CG verdict reported before the overweight condition · case 04

An overweight aircraft with a forward or aft CG is reported as a CG problem instead of OVERWEIGHT.

Aviation weight and balance◈ Members↗
FA-65890

CG verdict reported before the overweight condition · case 05

An overweight aircraft with a forward or aft CG is reported as a CG problem instead of OVERWEIGHT.

Aviation weight and balance◈ Members↗
FA-65891

Exactly empty-weight load rejected as below empty · case 01

A ferry configuration at exactly the minimum weight returns ERR_BELOW_EMPTY.

Aviation weight and balance● Open access↗
FA-65892

Exactly empty-weight load rejected as below empty · case 02

A ferry configuration at exactly the minimum weight returns ERR_BELOW_EMPTY.

Aviation weight and balance◈ Members↗
FA-65893

Exactly empty-weight load rejected as below empty · case 03

A ferry configuration at exactly the minimum weight returns ERR_BELOW_EMPTY.

Aviation weight and balance◈ Members↗
FA-65894

Exactly empty-weight load rejected as below empty · case 04

A ferry configuration at exactly the minimum weight returns ERR_BELOW_EMPTY.

Aviation weight and balance◈ Members↗
FA-65895

Exactly empty-weight load rejected as below empty · case 05

A ferry configuration at exactly the minimum weight returns ERR_BELOW_EMPTY.

Aviation weight and balance◈ Members↗
FA-65896

Item index uses the raw arm instead of distance from the reference · case 01

Every loaded item pushes the index strongly aft, even items at the reference station.

Aviation weight and balance● Open access↗
FA-65897

Item index uses the raw arm instead of distance from the reference · case 02

Every loaded item pushes the index strongly aft, even items at the reference station.

Aviation weight and balance◈ Members↗
FA-65898

Item index uses the raw arm instead of distance from the reference · case 03

Every loaded item pushes the index strongly aft, even items at the reference station.

Aviation weight and balance◈ Members↗
FA-65899

Item index uses the raw arm instead of distance from the reference · case 04

Every loaded item pushes the index strongly aft, even items at the reference station.

Aviation weight and balance◈ Members↗
FA-65900

Item index uses the raw arm instead of distance from the reference · case 05

Every loaded item pushes the index strongly aft, even items at the reference station.

Aviation weight and balance◈ Members↗

INSPECTABLE BY DESIGN

Every result has a runnable source.

Runnable implementations with recorded outputs, source hashes, and explicit contracts. Related variants share a failure mechanism and belong together in evaluation splits.

Read the methodology ↗