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-95101

Reserve allocation: partial pick from newest pallet · case 01

The remainder is picked from the newest pallet, ageing older stock.

Warehouse slotting and bin packing● Open access↗
FA-95102

Reserve allocation: partial pick from newest pallet · case 02

The remainder is picked from the newest pallet, ageing older stock.

Warehouse slotting and bin packing◈ Members↗
FA-95103

Reserve allocation: partial pick from newest pallet · case 03

The remainder is picked from the newest pallet, ageing older stock.

Warehouse slotting and bin packing◈ Members↗
FA-95104

Reserve allocation: partial pick from newest pallet · case 04

The remainder is picked from the newest pallet, ageing older stock.

Warehouse slotting and bin packing◈ Members↗
FA-95105

Reserve allocation: partial pick from newest pallet · case 05

The remainder is picked from the newest pallet, ageing older stock.

Warehouse slotting and bin packing◈ Members↗
FA-95106

Reserve allocation: shortfall from wrong basis · case 01

The reported shortfall equals the quantity actually allocated, so fully covered demand shows a shortage.

Warehouse slotting and bin packing● Open access↗
FA-95107

Reserve allocation: shortfall from wrong basis · case 02

The reported shortfall equals the quantity actually allocated, so fully covered demand shows a shortage.

Warehouse slotting and bin packing◈ Members↗
FA-95108

Reserve allocation: shortfall from wrong basis · case 03

The reported shortfall equals the quantity actually allocated, so fully covered demand shows a shortage.

Warehouse slotting and bin packing◈ Members↗
FA-95109

Reserve allocation: shortfall from wrong basis · case 04

The reported shortfall equals the quantity actually allocated, so fully covered demand shows a shortage.

Warehouse slotting and bin packing◈ Members↗
FA-95110

Reserve allocation: shortfall from wrong basis · case 05

The reported shortfall equals the quantity actually allocated, so fully covered demand shows a shortage.

Warehouse slotting and bin packing◈ Members↗
FA-95111

Reserve allocation: pallets ordered by quantity · case 01

Allocation favours small pallets regardless of age.

Warehouse slotting and bin packing● Open access↗
FA-95112

Reserve allocation: pallets ordered by quantity · case 02

Allocation favours small pallets regardless of age.

Warehouse slotting and bin packing◈ Members↗
FA-95113

Reserve allocation: pallets ordered by quantity · case 03

Allocation favours small pallets regardless of age.

Warehouse slotting and bin packing◈ Members↗
FA-95114

Reserve allocation: pallets ordered by quantity · case 04

Allocation favours small pallets regardless of age.

Warehouse slotting and bin packing◈ Members↗
FA-95115

Reserve allocation: pallets ordered by quantity · case 05

Allocation favours small pallets regardless of age.

Warehouse slotting and bin packing◈ Members↗
FA-95116

Reserve allocation: cleaned pallet picked again · case 01

A pallet already moved whole in pass 1 is allocated a second time in pass 2.

Warehouse slotting and bin packing● Open access↗
FA-95117

Reserve allocation: cleaned pallet picked again · case 02

A pallet already moved whole in pass 1 is allocated a second time in pass 2.

Warehouse slotting and bin packing◈ Members↗
FA-95118

Reserve allocation: cleaned pallet picked again · case 03

A pallet already moved whole in pass 1 is allocated a second time in pass 2.

Warehouse slotting and bin packing◈ Members↗
FA-95119

Reserve allocation: cleaned pallet picked again · case 04

A pallet already moved whole in pass 1 is allocated a second time in pass 2.

Warehouse slotting and bin packing◈ Members↗
FA-95120

Reserve allocation: cleaned pallet picked again · case 05

A pallet already moved whole in pass 1 is allocated a second time in pass 2.

Warehouse slotting and bin packing◈ Members↗
FA-95121

Re-slot plan: moves that add travel accepted · case 01

Moves into slots farther from the dock are proposed as savings.

Warehouse slotting and bin packing● Open access↗
FA-95122

Re-slot plan: moves that add travel accepted · case 02

Moves into slots farther from the dock are proposed as savings.

Warehouse slotting and bin packing◈ Members↗
FA-95123

Re-slot plan: moves that add travel accepted · case 03

Moves into slots farther from the dock are proposed as savings.

Warehouse slotting and bin packing◈ Members↗
FA-95124

Re-slot plan: moves that add travel accepted · case 04

Moves into slots farther from the dock are proposed as savings.

Warehouse slotting and bin packing◈ Members↗
FA-95125

Re-slot plan: moves that add travel accepted · case 05

Moves into slots farther from the dock are proposed as savings.

Warehouse slotting and bin packing◈ Members↗
FA-95126

Re-slot plan: break-even move rejected · case 01

A move whose weekly saving exactly pays for the move labour is dropped.

Warehouse slotting and bin packing● Open access↗
FA-95127

Re-slot plan: break-even move rejected · case 02

A move whose weekly saving exactly pays for the move labour is dropped.

Warehouse slotting and bin packing◈ Members↗
FA-95128

Re-slot plan: break-even move rejected · case 03

A move whose weekly saving exactly pays for the move labour is dropped.

Warehouse slotting and bin packing◈ Members↗
FA-95129

Re-slot plan: break-even move rejected · case 04

A move whose weekly saving exactly pays for the move labour is dropped.

Warehouse slotting and bin packing◈ Members↗
FA-95130

Re-slot plan: break-even move rejected · case 05

A move whose weekly saving exactly pays for the move labour is dropped.

Warehouse slotting and bin packing◈ Members↗
FA-95131

Re-slot plan: one move over budget · case 01

The plan contains one more move than the labour budget allows.

Warehouse slotting and bin packing● Open access↗
FA-95132

Re-slot plan: one move over budget · case 02

The plan contains one more move than the labour budget allows.

Warehouse slotting and bin packing◈ Members↗
FA-95133

Re-slot plan: one move over budget · case 03

The plan contains one more move than the labour budget allows.

Warehouse slotting and bin packing◈ Members↗
FA-95134

Re-slot plan: one move over budget · case 04

The plan contains one more move than the labour budget allows.

Warehouse slotting and bin packing◈ Members↗
FA-95135

Re-slot plan: one move over budget · case 05

The plan contains one more move than the labour budget allows.

Warehouse slotting and bin packing◈ Members↗
FA-95136

Re-slot plan: two SKUs sent to one slot · case 01

Two accepted moves target the same destination slot.

Warehouse slotting and bin packing● Open access↗
FA-95137

Re-slot plan: two SKUs sent to one slot · case 02

Two accepted moves target the same destination slot.

Warehouse slotting and bin packing◈ Members↗
FA-95138

Re-slot plan: two SKUs sent to one slot · case 03

Two accepted moves target the same destination slot.

Warehouse slotting and bin packing◈ Members↗
FA-95139

Re-slot plan: two SKUs sent to one slot · case 04

Two accepted moves target the same destination slot.

Warehouse slotting and bin packing◈ Members↗
FA-95140

Re-slot plan: two SKUs sent to one slot · case 05

Two accepted moves target the same destination slot.

Warehouse slotting and bin packing◈ Members↗
FA-95141

Re-slot plan: move into a still-occupied slot · case 01

A SKU is moved into a slot whose resident SKU is not being moved out.

Warehouse slotting and bin packing● Open access↗
FA-95142

Re-slot plan: move into a still-occupied slot · case 02

A SKU is moved into a slot whose resident SKU is not being moved out.

Warehouse slotting and bin packing◈ Members↗
FA-95143

Re-slot plan: move into a still-occupied slot · case 03

A SKU is moved into a slot whose resident SKU is not being moved out.

Warehouse slotting and bin packing◈ Members↗
FA-95144

Re-slot plan: move into a still-occupied slot · case 04

A SKU is moved into a slot whose resident SKU is not being moved out.

Warehouse slotting and bin packing◈ Members↗
FA-95145

Re-slot plan: move into a still-occupied slot · case 05

A SKU is moved into a slot whose resident SKU is not being moved out.

Warehouse slotting and bin packing◈ Members↗
FA-95146

Re-slot plan: smallest savings accepted first · case 01

The move budget is consumed by the least valuable moves.

Warehouse slotting and bin packing● Open access↗
FA-95147

Re-slot plan: smallest savings accepted first · case 02

The move budget is consumed by the least valuable moves.

Warehouse slotting and bin packing◈ Members↗
FA-95148

Re-slot plan: smallest savings accepted first · case 03

The move budget is consumed by the least valuable moves.

Warehouse slotting and bin packing◈ Members↗
FA-95149

Re-slot plan: smallest savings accepted first · case 04

The move budget is consumed by the least valuable moves.

Warehouse slotting and bin packing◈ Members↗
FA-95150

Re-slot plan: smallest savings accepted first · case 05

The move budget is consumed by the least valuable moves.

Warehouse slotting and bin packing◈ Members↗
FA-95151

Nested bin fill: first unit counted at nest increment · case 01

Nested stacks are credited far less volume than they occupy, overfilling bins.

Warehouse slotting and bin packing● Open access↗
FA-95152

Nested bin fill: first unit counted at nest increment · case 02

Nested stacks are credited far less volume than they occupy, overfilling bins.

Warehouse slotting and bin packing◈ Members↗
FA-95153

Nested bin fill: first unit counted at nest increment · case 03

Nested stacks are credited far less volume than they occupy, overfilling bins.

Warehouse slotting and bin packing◈ Members↗
FA-95154

Nested bin fill: first unit counted at nest increment · case 04

Nested stacks are credited far less volume than they occupy, overfilling bins.

Warehouse slotting and bin packing◈ Members↗
FA-95155

Nested bin fill: first unit counted at nest increment · case 05

Nested stacks are credited far less volume than they occupy, overfilling bins.

Warehouse slotting and bin packing◈ Members↗
FA-95156

Nested bin fill: empty lines consume volume · case 01

A zero-quantity order line adds negative or phantom volume and uses a SKU slot.

Warehouse slotting and bin packing● Open access↗
FA-95157

Nested bin fill: empty lines consume volume · case 02

A zero-quantity order line adds negative or phantom volume and uses a SKU slot.

Warehouse slotting and bin packing◈ Members↗
FA-95158

Nested bin fill: empty lines consume volume · case 03

A zero-quantity order line adds negative or phantom volume and uses a SKU slot.

Warehouse slotting and bin packing◈ Members↗
FA-95159

Nested bin fill: empty lines consume volume · case 04

A zero-quantity order line adds negative or phantom volume and uses a SKU slot.

Warehouse slotting and bin packing◈ Members↗
FA-95160

Nested bin fill: empty lines consume volume · case 05

A zero-quantity order line adds negative or phantom volume and uses a SKU slot.

Warehouse slotting and bin packing◈ Members↗
FA-95161

Nested bin fill: repeated SKU line overwrites · case 01

When an order has two lines for the same SKU only the last line quantity is placed.

Warehouse slotting and bin packing● Open access↗
FA-95162

Nested bin fill: repeated SKU line overwrites · case 02

When an order has two lines for the same SKU only the last line quantity is placed.

Warehouse slotting and bin packing◈ Members↗
FA-95163

Nested bin fill: repeated SKU line overwrites · case 03

When an order has two lines for the same SKU only the last line quantity is placed.

Warehouse slotting and bin packing◈ Members↗
FA-95164

Nested bin fill: repeated SKU line overwrites · case 04

When an order has two lines for the same SKU only the last line quantity is placed.

Warehouse slotting and bin packing◈ Members↗
FA-95165

Nested bin fill: repeated SKU line overwrites · case 05

When an order has two lines for the same SKU only the last line quantity is placed.

Warehouse slotting and bin packing◈ Members↗
FA-95166

Nested bin fill: exactly full bin rejected · case 01

A bin filled exactly to its volume is reported as not fitting.

Warehouse slotting and bin packing● Open access↗
FA-95167

Nested bin fill: exactly full bin rejected · case 02

A bin filled exactly to its volume is reported as not fitting.

Warehouse slotting and bin packing◈ Members↗
FA-95168

Nested bin fill: exactly full bin rejected · case 03

A bin filled exactly to its volume is reported as not fitting.

Warehouse slotting and bin packing◈ Members↗
FA-95169

Nested bin fill: exactly full bin rejected · case 04

A bin filled exactly to its volume is reported as not fitting.

Warehouse slotting and bin packing◈ Members↗
FA-95170

Nested bin fill: exactly full bin rejected · case 05

A bin filled exactly to its volume is reported as not fitting.

Warehouse slotting and bin packing◈ Members↗
FA-95171

Nested bin fill: SKU limit off by one · case 01

A bin holding exactly the maximum number of SKUs is rejected.

Warehouse slotting and bin packing● Open access↗
FA-95172

Nested bin fill: SKU limit off by one · case 02

A bin holding exactly the maximum number of SKUs is rejected.

Warehouse slotting and bin packing◈ Members↗
FA-95173

Nested bin fill: SKU limit off by one · case 03

A bin holding exactly the maximum number of SKUs is rejected.

Warehouse slotting and bin packing◈ Members↗
FA-95174

Nested bin fill: SKU limit off by one · case 04

A bin holding exactly the maximum number of SKUs is rejected.

Warehouse slotting and bin packing◈ Members↗
FA-95175

Nested bin fill: SKU limit off by one · case 05

A bin holding exactly the maximum number of SKUs is rejected.

Warehouse slotting and bin packing◈ Members↗
FA-95176

Rack audit: floor pallets load the rack · case 01

Floor-stored pallets under the first beam trigger beam and upright overload alarms.

Warehouse slotting and bin packing● Open access↗
FA-95177

Rack audit: floor pallets load the rack · case 02

Floor-stored pallets under the first beam trigger beam and upright overload alarms.

Warehouse slotting and bin packing◈ Members↗
FA-95178

Rack audit: floor pallets load the rack · case 03

Floor-stored pallets under the first beam trigger beam and upright overload alarms.

Warehouse slotting and bin packing◈ Members↗
FA-95179

Rack audit: floor pallets load the rack · case 04

Floor-stored pallets under the first beam trigger beam and upright overload alarms.

Warehouse slotting and bin packing◈ Members↗
FA-95180

Rack audit: floor pallets load the rack · case 05

Floor-stored pallets under the first beam trigger beam and upright overload alarms.

Warehouse slotting and bin packing◈ Members↗
FA-95181

Rack audit: beam load keeps last pallet only · case 01

Two pallets on one beam pair that together exceed the rating pass the audit.

Warehouse slotting and bin packing● Open access↗
FA-95182

Rack audit: beam load keeps last pallet only · case 02

Two pallets on one beam pair that together exceed the rating pass the audit.

Warehouse slotting and bin packing◈ Members↗
FA-95183

Rack audit: beam load keeps last pallet only · case 03

Two pallets on one beam pair that together exceed the rating pass the audit.

Warehouse slotting and bin packing◈ Members↗
FA-95184

Rack audit: beam load keeps last pallet only · case 04

Two pallets on one beam pair that together exceed the rating pass the audit.

Warehouse slotting and bin packing◈ Members↗
FA-95185

Rack audit: beam load keeps last pallet only · case 05

Two pallets on one beam pair that together exceed the rating pass the audit.

Warehouse slotting and bin packing◈ Members↗
FA-95186

Rack audit: level 5 not derated · case 01

Level 5 beams are audited against the full rating although the derate starts at level 5.

Warehouse slotting and bin packing● Open access↗
FA-95187

Rack audit: level 5 not derated · case 02

Level 5 beams are audited against the full rating although the derate starts at level 5.

Warehouse slotting and bin packing◈ Members↗
FA-95188

Rack audit: level 5 not derated · case 03

Level 5 beams are audited against the full rating although the derate starts at level 5.

Warehouse slotting and bin packing◈ Members↗
FA-95189

Rack audit: level 5 not derated · case 04

Level 5 beams are audited against the full rating although the derate starts at level 5.

Warehouse slotting and bin packing◈ Members↗
FA-95190

Rack audit: level 5 not derated · case 05

Level 5 beams are audited against the full rating although the derate starts at level 5.

Warehouse slotting and bin packing◈ Members↗
FA-95191

Rack audit: bay at rated load flagged · case 01

An upright frame loaded exactly to its rating is flagged as overloaded.

Warehouse slotting and bin packing● Open access↗
FA-95192

Rack audit: bay at rated load flagged · case 02

An upright frame loaded exactly to its rating is flagged as overloaded.

Warehouse slotting and bin packing◈ Members↗
FA-95193

Rack audit: bay at rated load flagged · case 03

An upright frame loaded exactly to its rating is flagged as overloaded.

Warehouse slotting and bin packing◈ Members↗
FA-95194

Rack audit: bay at rated load flagged · case 04

An upright frame loaded exactly to its rating is flagged as overloaded.

Warehouse slotting and bin packing◈ Members↗
FA-95195

Rack audit: bay at rated load flagged · case 05

An upright frame loaded exactly to its rating is flagged as overloaded.

Warehouse slotting and bin packing◈ Members↗
FA-95196

Rack audit: violation report unsorted · case 01

Violation rows appear in dictionary insertion order, so BAY and BEAM rows interleave unpredictably.

Warehouse slotting and bin packing● Open access↗
FA-95197

Rack audit: violation report unsorted · case 02

Violation rows appear in dictionary insertion order, so BAY and BEAM rows interleave unpredictably.

Warehouse slotting and bin packing◈ Members↗
FA-95198

Rack audit: violation report unsorted · case 03

Violation rows appear in dictionary insertion order, so BAY and BEAM rows interleave unpredictably.

Warehouse slotting and bin packing◈ Members↗
FA-95199

Rack audit: violation report unsorted · case 04

Violation rows appear in dictionary insertion order, so BAY and BEAM rows interleave unpredictably.

Warehouse slotting and bin packing◈ Members↗
FA-95200

Rack audit: violation report unsorted · case 05

Violation rows appear in dictionary insertion order, so BAY and BEAM rows interleave unpredictably.

Warehouse slotting and bin packing◈ 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 ↗