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-13601

Timestamp half decayed mass: Negative correction contributions are discarded. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13602

Timestamp half decayed mass: Negative correction contributions are discarded. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13603

Timestamp half decayed mass: Negative correction contributions are discarded. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13604

Timestamp half decayed mass: Negative correction contributions are discarded. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13605

Timestamp half decayed mass: Negative correction contributions are discarded. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13606

Timestamp half decayed mass: Decayed total is divided by eligible event count. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13607

Timestamp half decayed mass: Decayed total is divided by eligible event count. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13608

Timestamp half decayed mass: Decayed total is divided by eligible event count. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13609

Timestamp half decayed mass: Decayed total is divided by eligible event count. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13610

Timestamp half decayed mass: Decayed total is divided by eligible event count. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13611

Time weighted step level: Segment levels are summed without duration weights. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13612

Time weighted step level: Segment levels are summed without duration weights. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13613

Time weighted step level: Segment levels are summed without duration weights. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13614

Time weighted step level: Segment levels are summed without duration weights. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13615

Time weighted step level: Segment levels are summed without duration weights. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13616

Time weighted step level: A segment uses the level at its right endpoint. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13617

Time weighted step level: A segment uses the level at its right endpoint. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13618

Time weighted step level: A segment uses the level at its right endpoint. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13619

Time weighted step level: A segment uses the level at its right endpoint. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13620

Time weighted step level: A segment uses the level at its right endpoint. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13621

Time weighted step level: A change is not active at its exact timestamp. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13622

Time weighted step level: A change is not active at its exact timestamp. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13623

Time weighted step level: A change is not active at its exact timestamp. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13624

Time weighted step level: A change is not active at its exact timestamp. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13625

Time weighted step level: A change is not active at its exact timestamp. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13626

Time weighted step level: Events before the averaging interval are discarded. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13627

Time weighted step level: Events before the averaging interval are discarded. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13628

Time weighted step level: Events before the averaging interval are discarded. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13629

Time weighted step level: Events before the averaging interval are discarded. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13630

Time weighted step level: Events before the averaging interval are discarded. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13631

Time weighted step level: Equal-time level updates are summed like deltas. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13632

Time weighted step level: Equal-time level updates are summed like deltas. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13633

Time weighted step level: Equal-time level updates are summed like deltas. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13634

Time weighted step level: Equal-time level updates are summed like deltas. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13635

Time weighted step level: Equal-time level updates are summed like deltas. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13636

Time weighted step level: The first future level is backfilled before it begins. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13637

Time weighted step level: The first future level is backfilled before it begins. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13638

Time weighted step level: The first future level is backfilled before it begins. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13639

Time weighted step level: The first future level is backfilled before it begins. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13640

Time weighted step level: The first future level is backfilled before it begins. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13641

Time weighted step level: Total area is divided by change count rather than elapsed duration. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13642

Time weighted step level: Total area is divided by change count rather than elapsed duration. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13643

Time weighted step level: Total area is divided by change count rather than elapsed duration. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13644

Time weighted step level: Total area is divided by change count rather than elapsed duration. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13645

Time weighted step level: Total area is divided by change count rather than elapsed duration. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13646

Time weighted step level: The final carried segment after the last change is omitted. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13647

Time weighted step level: The final carried segment after the last change is omitted. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13648

Time weighted step level: The final carried segment after the last change is omitted. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13649

Time weighted step level: The final carried segment after the last change is omitted. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13650

Time weighted step level: The final carried segment after the last change is omitted. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13651

Time weighted step level: Every segment uses the latest known event regardless of its time. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13652

Time weighted step level: Every segment uses the latest known event regardless of its time. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13653

Time weighted step level: Every segment uses the latest known event regardless of its time. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13654

Time weighted step level: Every segment uses the latest known event regardless of its time. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13655

Time weighted step level: Every segment uses the latest known event regardless of its time. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13656

Time weighted step level: An empty interval is reported as zero measured level. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13657

Time weighted step level: An empty interval is reported as zero measured level. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13658

Time weighted step level: An empty interval is reported as zero measured level. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13659

Time weighted step level: An empty interval is reported as zero measured level. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13660

Time weighted step level: An empty interval is reported as zero measured level. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13661

Contingency pearson reduction: Expected cell counts assume uniformly sized rows and columns. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13662

Contingency pearson reduction: Expected cell counts assume uniformly sized rows and columns. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13663

Contingency pearson reduction: Expected cell counts assume uniformly sized rows and columns. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13664

Contingency pearson reduction: Expected cell counts assume uniformly sized rows and columns. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13665

Contingency pearson reduction: Expected cell counts assume uniformly sized rows and columns. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13666

Contingency pearson reduction: The product of marginals is not divided by the grand total. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13667

Contingency pearson reduction: The product of marginals is not divided by the grand total. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13668

Contingency pearson reduction: The product of marginals is not divided by the grand total. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13669

Contingency pearson reduction: The product of marginals is not divided by the grand total. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13670

Contingency pearson reduction: The product of marginals is not divided by the grand total. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13671

Contingency pearson reduction: Cells with zero observed count are excluded despite positive expectation. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13672

Contingency pearson reduction: Cells with zero observed count are excluded despite positive expectation. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13673

Contingency pearson reduction: Cells with zero observed count are excluded despite positive expectation. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13674

Contingency pearson reduction: Cells with zero observed count are excluded despite positive expectation. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13675

Contingency pearson reduction: Cells with zero observed count are excluded despite positive expectation. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13676

Contingency pearson reduction: Absolute cell discrepancy replaces the squared discrepancy. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13677

Contingency pearson reduction: Absolute cell discrepancy replaces the squared discrepancy. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13678

Contingency pearson reduction: Absolute cell discrepancy replaces the squared discrepancy. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13679

Contingency pearson reduction: Absolute cell discrepancy replaces the squared discrepancy. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13680

Contingency pearson reduction: Absolute cell discrepancy replaces the squared discrepancy. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13681

Contingency pearson reduction: Residuals are normalized by observed counts. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13682

Contingency pearson reduction: Residuals are normalized by observed counts. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13683

Contingency pearson reduction: Residuals are normalized by observed counts. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13684

Contingency pearson reduction: Residuals are normalized by observed counts. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13685

Contingency pearson reduction: Residuals are normalized by observed counts. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13686

Contingency pearson reduction: A column marginal is taken from the row marginal array. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13687

Contingency pearson reduction: A column marginal is taken from the row marginal array. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13688

Contingency pearson reduction: A column marginal is taken from the row marginal array. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13689

Contingency pearson reduction: A column marginal is taken from the row marginal array. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13690

Contingency pearson reduction: A column marginal is taken from the row marginal array. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13691

Contingency pearson reduction: Cell contributions are averaged rather than summed. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13692

Contingency pearson reduction: Cell contributions are averaged rather than summed. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13693

Contingency pearson reduction: Cell contributions are averaged rather than summed. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13694

Contingency pearson reduction: Cell contributions are averaged rather than summed. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13695

Contingency pearson reduction: Cell contributions are averaged rather than summed. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13696

Contingency pearson reduction: The expected count uses the square of one marginal. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13697

Contingency pearson reduction: The expected count uses the square of one marginal. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13698

Contingency pearson reduction: The expected count uses the square of one marginal. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13699

Contingency pearson reduction: The expected count uses the square of one marginal. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13700

Contingency pearson reduction: The expected count uses the square of one marginal. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ 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 ↗