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-64801

Cervical spine imaging decision rule: older age high-risk threshold · case 01

A 65-year-old is assessed for range of motion instead of being imaged.

Clinical triage scoring● Open access↗
FA-64802

Cervical spine imaging decision rule: older age high-risk threshold · case 02

A 65-year-old is assessed for range of motion instead of being imaged.

Clinical triage scoring◈ Members↗
FA-64803

Cervical spine imaging decision rule: older age high-risk threshold · case 03

A 65-year-old is assessed for range of motion instead of being imaged.

Clinical triage scoring◈ Members↗
FA-64804

Cervical spine imaging decision rule: older age high-risk threshold · case 04

A 65-year-old is assessed for range of motion instead of being imaged.

Clinical triage scoring◈ Members↗
FA-64805

Cervical spine imaging decision rule: older age high-risk threshold · case 05

A 65-year-old is assessed for range of motion instead of being imaged.

Clinical triage scoring◈ Members↗
FA-64806

Cervical spine imaging decision rule: low-risk factor quantifier · case 01

Patients with a single low-risk factor are imaged without a rotation test.

Clinical triage scoring● Open access↗
FA-64807

Cervical spine imaging decision rule: low-risk factor quantifier · case 02

Patients with a single low-risk factor are imaged without a rotation test.

Clinical triage scoring◈ Members↗
FA-64808

Cervical spine imaging decision rule: low-risk factor quantifier · case 03

Patients with a single low-risk factor are imaged without a rotation test.

Clinical triage scoring◈ Members↗
FA-64809

Cervical spine imaging decision rule: low-risk factor quantifier · case 04

Patients with a single low-risk factor are imaged without a rotation test.

Clinical triage scoring◈ Members↗
FA-64810

Cervical spine imaging decision rule: low-risk factor quantifier · case 05

Patients with a single low-risk factor are imaged without a rotation test.

Clinical triage scoring◈ Members↗
FA-64811

Cervical spine imaging decision rule: bilateral rotation requirement · case 01

A patient who can only rotate to one side is cleared.

Clinical triage scoring● Open access↗
FA-64812

Cervical spine imaging decision rule: bilateral rotation requirement · case 02

A patient who can only rotate to one side is cleared.

Clinical triage scoring◈ Members↗
FA-64813

Cervical spine imaging decision rule: bilateral rotation requirement · case 03

A patient who can only rotate to one side is cleared.

Clinical triage scoring◈ Members↗
FA-64814

Cervical spine imaging decision rule: bilateral rotation requirement · case 04

A patient who can only rotate to one side is cleared.

Clinical triage scoring◈ Members↗
FA-64815

Cervical spine imaging decision rule: bilateral rotation requirement · case 05

A patient who can only rotate to one side is cleared.

Clinical triage scoring◈ Members↗
FA-64816

Cervical spine imaging decision rule: paresthesia high-risk factor · case 01

Patients reporting extremity paresthesias are cleared by the rotation test.

Clinical triage scoring● Open access↗
FA-64817

Cervical spine imaging decision rule: paresthesia high-risk factor · case 02

Patients reporting extremity paresthesias are cleared by the rotation test.

Clinical triage scoring◈ Members↗
FA-64818

Cervical spine imaging decision rule: paresthesia high-risk factor · case 03

Patients reporting extremity paresthesias are cleared by the rotation test.

Clinical triage scoring◈ Members↗
FA-64819

Cervical spine imaging decision rule: paresthesia high-risk factor · case 04

Patients reporting extremity paresthesias are cleared by the rotation test.

Clinical triage scoring◈ Members↗
FA-64820

Cervical spine imaging decision rule: paresthesia high-risk factor · case 05

Patients reporting extremity paresthesias are cleared by the rotation test.

Clinical triage scoring◈ Members↗
FA-64821

Acute asthma severity from peak flow and signs: percentage of best · case 01

Every patient is classified as life-threatening.

Clinical triage scoring● Open access↗
FA-64822

Acute asthma severity from peak flow and signs: percentage of best · case 02

Every patient is classified as life-threatening.

Clinical triage scoring◈ Members↗
FA-64823

Acute asthma severity from peak flow and signs: percentage of best · case 03

Every patient is classified as life-threatening.

Clinical triage scoring◈ Members↗
FA-64824

Acute asthma severity from peak flow and signs: percentage of best · case 04

Every patient is classified as life-threatening.

Clinical triage scoring◈ Members↗
FA-64825

Acute asthma severity from peak flow and signs: percentage of best · case 05

Every patient is classified as life-threatening.

Clinical triage scoring◈ Members↗
FA-64826

Acute asthma severity from peak flow and signs: life-threatening criteria · case 01

A peak flow of exactly 33% is graded life-threatening.

Clinical triage scoring● Open access↗
FA-64827

Acute asthma severity from peak flow and signs: life-threatening criteria · case 02

A peak flow of exactly 33% is graded life-threatening.

Clinical triage scoring◈ Members↗
FA-64828

Acute asthma severity from peak flow and signs: life-threatening criteria · case 03

A peak flow of exactly 33% is graded life-threatening.

Clinical triage scoring◈ Members↗
FA-64829

Acute asthma severity from peak flow and signs: life-threatening criteria · case 04

A peak flow of exactly 33% is graded life-threatening.

Clinical triage scoring◈ Members↗
FA-64830

Acute asthma severity from peak flow and signs: life-threatening criteria · case 05

A peak flow of exactly 33% is graded life-threatening.

Clinical triage scoring◈ Members↗
FA-64831

Acute asthma severity from peak flow and signs: acute severe peak flow edge · case 01

A peak flow of exactly 50% is graded moderate.

Clinical triage scoring● Open access↗
FA-64832

Acute asthma severity from peak flow and signs: acute severe peak flow edge · case 02

A peak flow of exactly 50% is graded moderate.

Clinical triage scoring◈ Members↗
FA-64833

Acute asthma severity from peak flow and signs: acute severe peak flow edge · case 03

A peak flow of exactly 50% is graded moderate.

Clinical triage scoring◈ Members↗
FA-64834

Acute asthma severity from peak flow and signs: acute severe peak flow edge · case 04

A peak flow of exactly 50% is graded moderate.

Clinical triage scoring◈ Members↗
FA-64835

Acute asthma severity from peak flow and signs: acute severe peak flow edge · case 05

A peak flow of exactly 50% is graded moderate.

Clinical triage scoring◈ Members↗
FA-64836

Acute asthma severity from peak flow and signs: tachycardia criterion · case 01

A heart rate of exactly 110 is not treated as a severe sign.

Clinical triage scoring● Open access↗
FA-64837

Acute asthma severity from peak flow and signs: tachycardia criterion · case 02

A heart rate of exactly 110 is not treated as a severe sign.

Clinical triage scoring◈ Members↗
FA-64838

Acute asthma severity from peak flow and signs: tachycardia criterion · case 03

A heart rate of exactly 110 is not treated as a severe sign.

Clinical triage scoring◈ Members↗
FA-64839

Acute asthma severity from peak flow and signs: tachycardia criterion · case 04

A heart rate of exactly 110 is not treated as a severe sign.

Clinical triage scoring◈ Members↗
FA-64840

Acute asthma severity from peak flow and signs: tachycardia criterion · case 05

A heart rate of exactly 110 is not treated as a severe sign.

Clinical triage scoring◈ Members↗
FA-64841

SIR Euler integrator with daily sampling: transmission scaling · case 01

Outbreak size explodes with population size and susceptibles are exhausted within the first substep.

Epidemic compartment models● Open access↗
FA-64842

SIR Euler integrator with daily sampling: transmission scaling · case 02

Outbreak size explodes with population size and susceptibles are exhausted within the first substep.

Epidemic compartment models◈ Members↗
FA-64843

SIR Euler integrator with daily sampling: transmission scaling · case 03

Outbreak size explodes with population size and susceptibles are exhausted within the first substep.

Epidemic compartment models◈ Members↗
FA-64844

SIR Euler integrator with daily sampling: transmission scaling · case 04

Outbreak size explodes with population size and susceptibles are exhausted within the first substep.

Epidemic compartment models◈ Members↗
FA-64845

SIR Euler integrator with daily sampling: transmission scaling · case 05

Outbreak size explodes with population size and susceptibles are exhausted within the first substep.

Epidemic compartment models◈ Members↗
FA-64846

SIR Euler integrator with daily sampling: infection cap · case 01

With large beta*dt the susceptible pool goes negative and recovered exceeds the population.

Epidemic compartment models● Open access↗
FA-64847

SIR Euler integrator with daily sampling: infection cap · case 02

With large beta*dt the susceptible pool goes negative and recovered exceeds the population.

Epidemic compartment models◈ Members↗
FA-64848

SIR Euler integrator with daily sampling: infection cap · case 03

With large beta*dt the susceptible pool goes negative and recovered exceeds the population.

Epidemic compartment models◈ Members↗
FA-64849

SIR Euler integrator with daily sampling: infection cap · case 04

With large beta*dt the susceptible pool goes negative and recovered exceeds the population.

Epidemic compartment models◈ Members↗
FA-64850

SIR Euler integrator with daily sampling: infection cap · case 05

With large beta*dt the susceptible pool goes negative and recovered exceeds the population.

Epidemic compartment models◈ Members↗
FA-64851

SIR Euler integrator with daily sampling: recovery step size · case 01

Recovery runs substeps times too fast whenever the day is subdivided.

Epidemic compartment models● Open access↗
FA-64852

SIR Euler integrator with daily sampling: recovery step size · case 02

Recovery runs substeps times too fast whenever the day is subdivided.

Epidemic compartment models◈ Members↗
FA-64853

SIR Euler integrator with daily sampling: recovery step size · case 03

Recovery runs substeps times too fast whenever the day is subdivided.

Epidemic compartment models◈ Members↗
FA-64854

SIR Euler integrator with daily sampling: recovery step size · case 04

Recovery runs substeps times too fast whenever the day is subdivided.

Epidemic compartment models◈ Members↗
FA-64855

SIR Euler integrator with daily sampling: recovery step size · case 05

Recovery runs substeps times too fast whenever the day is subdivided.

Epidemic compartment models◈ Members↗
FA-64856

SIR Euler integrator with daily sampling: day indexing · case 01

Peak days are reported one day early and the run stops one day short in its own numbering.

Epidemic compartment models● Open access↗
FA-64857

SIR Euler integrator with daily sampling: day indexing · case 02

Peak days are reported one day early and the run stops one day short in its own numbering.

Epidemic compartment models◈ Members↗
FA-64858

SIR Euler integrator with daily sampling: day indexing · case 03

Peak days are reported one day early and the run stops one day short in its own numbering.

Epidemic compartment models◈ Members↗
FA-64859

SIR Euler integrator with daily sampling: day indexing · case 04

Peak days are reported one day early and the run stops one day short in its own numbering.

Epidemic compartment models◈ Members↗
FA-64860

SIR Euler integrator with daily sampling: day indexing · case 05

Peak days are reported one day early and the run stops one day short in its own numbering.

Epidemic compartment models◈ Members↗
FA-64861

SIR Euler integrator with daily sampling: initial peak baseline · case 01

A declining subcritical outbreak reports its peak on day 1 instead of at the seed on day 0.

Epidemic compartment models● Open access↗
FA-64862

SIR Euler integrator with daily sampling: initial peak baseline · case 02

A declining subcritical outbreak reports its peak on day 1 instead of at the seed on day 0.

Epidemic compartment models◈ Members↗
FA-64863

SIR Euler integrator with daily sampling: initial peak baseline · case 03

A declining subcritical outbreak reports its peak on day 1 instead of at the seed on day 0.

Epidemic compartment models◈ Members↗
FA-64864

SIR Euler integrator with daily sampling: initial peak baseline · case 04

A declining subcritical outbreak reports its peak on day 1 instead of at the seed on day 0.

Epidemic compartment models◈ Members↗
FA-64865

SIR Euler integrator with daily sampling: initial peak baseline · case 05

A declining subcritical outbreak reports its peak on day 1 instead of at the seed on day 0.

Epidemic compartment models◈ Members↗
FA-64866

SEIR daily symptom-onset incidence: latent rate · case 01

Onsets drain the exposed class many times over per day and turn negative.

Epidemic compartment models● Open access↗
FA-64867

SEIR daily symptom-onset incidence: latent rate · case 02

Onsets drain the exposed class many times over per day and turn negative.

Epidemic compartment models◈ Members↗
FA-64868

SEIR daily symptom-onset incidence: latent rate · case 03

Onsets drain the exposed class many times over per day and turn negative.

Epidemic compartment models◈ Members↗
FA-64869

SEIR daily symptom-onset incidence: latent rate · case 04

Onsets drain the exposed class many times over per day and turn negative.

Epidemic compartment models◈ Members↗
FA-64870

SEIR daily symptom-onset incidence: latent rate · case 05

Onsets drain the exposed class many times over per day and turn negative.

Epidemic compartment models◈ Members↗
FA-64871

SEIR daily symptom-onset incidence: infectious compartment in force · case 01

Transmission starts on day 0 although no seed is infectious yet.

Epidemic compartment models● Open access↗
FA-64872

SEIR daily symptom-onset incidence: infectious compartment in force · case 02

Transmission starts on day 0 although no seed is infectious yet.

Epidemic compartment models◈ Members↗
FA-64873

SEIR daily symptom-onset incidence: infectious compartment in force · case 03

Transmission starts on day 0 although no seed is infectious yet.

Epidemic compartment models◈ Members↗
FA-64874

SEIR daily symptom-onset incidence: infectious compartment in force · case 04

Transmission starts on day 0 although no seed is infectious yet.

Epidemic compartment models◈ Members↗
FA-64875

SEIR daily symptom-onset incidence: infectious compartment in force · case 05

Transmission starts on day 0 although no seed is infectious yet.

Epidemic compartment models◈ Members↗
FA-64876

SEIR daily symptom-onset incidence: incidence definition · case 01

The reported onset curve is shifted a latent period earlier and starts at zero.

Epidemic compartment models● Open access↗
FA-64877

SEIR daily symptom-onset incidence: incidence definition · case 02

The reported onset curve is shifted a latent period earlier and starts at zero.

Epidemic compartment models◈ Members↗
FA-64878

SEIR daily symptom-onset incidence: incidence definition · case 03

The reported onset curve is shifted a latent period earlier and starts at zero.

Epidemic compartment models◈ Members↗
FA-64879

SEIR daily symptom-onset incidence: incidence definition · case 04

The reported onset curve is shifted a latent period earlier and starts at zero.

Epidemic compartment models◈ Members↗
FA-64880

SEIR daily symptom-onset incidence: incidence definition · case 05

The reported onset curve is shifted a latent period earlier and starts at zero.

Epidemic compartment models◈ Members↗
FA-64881

SEIR daily symptom-onset incidence: exposed flow balance · case 01

Total population grows every day and onsets keep rising after the epidemic ends.

Epidemic compartment models● Open access↗
FA-64882

SEIR daily symptom-onset incidence: exposed flow balance · case 02

Total population grows every day and onsets keep rising after the epidemic ends.

Epidemic compartment models◈ Members↗
FA-64883

SEIR daily symptom-onset incidence: exposed flow balance · case 03

Total population grows every day and onsets keep rising after the epidemic ends.

Epidemic compartment models◈ Members↗
FA-64884

SEIR daily symptom-onset incidence: exposed flow balance · case 04

Total population grows every day and onsets keep rising after the epidemic ends.

Epidemic compartment models◈ Members↗
FA-64885

SEIR daily symptom-onset incidence: exposed flow balance · case 05

Total population grows every day and onsets keep rising after the epidemic ends.

Epidemic compartment models◈ Members↗
FA-64886

SEIR daily symptom-onset incidence: seed compartment · case 01

Population totals exceed the census by exactly the seed count.

Epidemic compartment models● Open access↗
FA-64887

SEIR daily symptom-onset incidence: seed compartment · case 02

Population totals exceed the census by exactly the seed count.

Epidemic compartment models◈ Members↗
FA-64888

SEIR daily symptom-onset incidence: seed compartment · case 03

Population totals exceed the census by exactly the seed count.

Epidemic compartment models◈ Members↗
FA-64889

SEIR daily symptom-onset incidence: seed compartment · case 04

Population totals exceed the census by exactly the seed count.

Epidemic compartment models◈ Members↗
FA-64890

SEIR daily symptom-onset incidence: seed compartment · case 05

Population totals exceed the census by exactly the seed count.

Epidemic compartment models◈ Members↗
FA-64891

SEIR daily symptom-onset incidence: removal source · case 01

Newly symptomatic people recover in the same day they become infectious.

Epidemic compartment models● Open access↗
FA-64892

SEIR daily symptom-onset incidence: removal source · case 02

Newly symptomatic people recover in the same day they become infectious.

Epidemic compartment models◈ Members↗
FA-64893

SEIR daily symptom-onset incidence: removal source · case 03

Newly symptomatic people recover in the same day they become infectious.

Epidemic compartment models◈ Members↗
FA-64894

SEIR daily symptom-onset incidence: removal source · case 04

Newly symptomatic people recover in the same day they become infectious.

Epidemic compartment models◈ Members↗
FA-64895

SEIR daily symptom-onset incidence: removal source · case 05

Newly symptomatic people recover in the same day they become infectious.

Epidemic compartment models◈ Members↗
FA-64896

SEIR R0 with vital dynamics and vaccine coverage: latent survival factor · case 01

R0 is overstated for pathogens with long latency in short-lived hosts.

Epidemic compartment models● Open access↗
FA-64897

SEIR R0 with vital dynamics and vaccine coverage: latent survival factor · case 02

R0 is overstated for pathogens with long latency in short-lived hosts.

Epidemic compartment models◈ Members↗
FA-64898

SEIR R0 with vital dynamics and vaccine coverage: latent survival factor · case 03

R0 is overstated for pathogens with long latency in short-lived hosts.

Epidemic compartment models◈ Members↗
FA-64899

SEIR R0 with vital dynamics and vaccine coverage: latent survival factor · case 04

R0 is overstated for pathogens with long latency in short-lived hosts.

Epidemic compartment models◈ Members↗
FA-64900

SEIR R0 with vital dynamics and vaccine coverage: latent survival factor · case 05

R0 is overstated for pathogens with long latency in short-lived hosts.

Epidemic compartment models◈ 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 ↗