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-39201

Lazy subtree inherited check intent: Intent expires before unknown descendants arrive · case 01

Intent expires before unknown descendants arrive produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39202

Lazy subtree inherited check intent: Intent expires before unknown descendants arrive · case 02

Intent expires before unknown descendants arrive produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39203

Lazy subtree inherited check intent: Intent expires before unknown descendants arrive · case 03

Intent expires before unknown descendants arrive produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39204

Lazy subtree inherited check intent: Intent expires before unknown descendants arrive · case 04

Intent expires before unknown descendants arrive produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39205

Lazy subtree inherited check intent: Intent expires before unknown descendants arrive · case 05

Intent expires before unknown descendants arrive produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39206

Lazy subtree inherited check intent: Nested branch intent loses nearest-ancestor priority · case 01

Nested branch intent loses nearest-ancestor priority produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39207

Lazy subtree inherited check intent: Nested branch intent loses nearest-ancestor priority · case 02

Nested branch intent loses nearest-ancestor priority produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39208

Lazy subtree inherited check intent: Nested branch intent loses nearest-ancestor priority · case 03

Nested branch intent loses nearest-ancestor priority produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39209

Lazy subtree inherited check intent: Nested branch intent loses nearest-ancestor priority · case 04

Nested branch intent loses nearest-ancestor priority produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39210

Lazy subtree inherited check intent: Nested branch intent loses nearest-ancestor priority · case 05

Nested branch intent loses nearest-ancestor priority produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39211

Lazy subtree inherited check intent: Inherited check lookup ignores completed ancestor intents · case 01

Inherited check lookup ignores completed ancestor intents produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39212

Lazy subtree inherited check intent: Inherited check lookup ignores completed ancestor intents · case 02

Inherited check lookup ignores completed ancestor intents produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39213

Lazy subtree inherited check intent: Inherited check lookup ignores completed ancestor intents · case 03

Inherited check lookup ignores completed ancestor intents produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39214

Lazy subtree inherited check intent: Inherited check lookup ignores completed ancestor intents · case 04

Inherited check lookup ignores completed ancestor intents produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39215

Lazy subtree inherited check intent: Inherited check lookup ignores completed ancestor intents · case 05

Inherited check lookup ignores completed ancestor intents produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39216

Lazy subtree inherited check intent: Uncontrolled descendants lose stored checkbox state · case 01

Uncontrolled descendants lose stored checkbox state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39217

Lazy subtree inherited check intent: Uncontrolled descendants lose stored checkbox state · case 02

Uncontrolled descendants lose stored checkbox state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39218

Lazy subtree inherited check intent: Uncontrolled descendants lose stored checkbox state · case 03

Uncontrolled descendants lose stored checkbox state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39219

Lazy subtree inherited check intent: Uncontrolled descendants lose stored checkbox state · case 04

Uncontrolled descendants lose stored checkbox state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39220

Lazy subtree inherited check intent: Uncontrolled descendants lose stored checkbox state · case 05

Uncontrolled descendants lose stored checkbox state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39221

Lazy subtree inherited check intent: Explicit unchecked descendant override is ignored · case 01

Explicit unchecked descendant override is ignored produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39222

Lazy subtree inherited check intent: Explicit unchecked descendant override is ignored · case 02

Explicit unchecked descendant override is ignored produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39223

Lazy subtree inherited check intent: Explicit unchecked descendant override is ignored · case 03

Explicit unchecked descendant override is ignored produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39224

Lazy subtree inherited check intent: Explicit unchecked descendant override is ignored · case 04

Explicit unchecked descendant override is ignored produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39225

Lazy subtree inherited check intent: Explicit unchecked descendant override is ignored · case 05

Explicit unchecked descendant override is ignored produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39226

Lazy subtree inherited check intent: Inherited intent changes a disabled checked leaf · case 01

Inherited intent changes a disabled checked leaf produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39227

Lazy subtree inherited check intent: Inherited intent changes a disabled checked leaf · case 02

Inherited intent changes a disabled checked leaf produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39228

Lazy subtree inherited check intent: Inherited intent changes a disabled checked leaf · case 03

Inherited intent changes a disabled checked leaf produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39229

Lazy subtree inherited check intent: Inherited intent changes a disabled checked leaf · case 04

Inherited intent changes a disabled checked leaf produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39230

Lazy subtree inherited check intent: Inherited intent changes a disabled checked leaf · case 05

Inherited intent changes a disabled checked leaf produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39231

Lazy subtree inherited check intent: Pending intent includes completed or omits unrelated lazy branch · case 01

Pending intent includes completed or omits unrelated lazy branch produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39232

Lazy subtree inherited check intent: Pending intent includes completed or omits unrelated lazy branch · case 02

Pending intent includes completed or omits unrelated lazy branch produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39233

Lazy subtree inherited check intent: Pending intent includes completed or omits unrelated lazy branch · case 03

Pending intent includes completed or omits unrelated lazy branch produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39234

Lazy subtree inherited check intent: Pending intent includes completed or omits unrelated lazy branch · case 04

Pending intent includes completed or omits unrelated lazy branch produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39235

Lazy subtree inherited check intent: Pending intent includes completed or omits unrelated lazy branch · case 05

Pending intent includes completed or omits unrelated lazy branch produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39236

Lazy subtree inherited check intent: Checked leaf projection loses tree order or uses stale state · case 01

Checked leaf projection loses tree order or uses stale state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39237

Lazy subtree inherited check intent: Checked leaf projection loses tree order or uses stale state · case 02

Checked leaf projection loses tree order or uses stale state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39238

Lazy subtree inherited check intent: Checked leaf projection loses tree order or uses stale state · case 03

Checked leaf projection loses tree order or uses stale state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39239

Lazy subtree inherited check intent: Checked leaf projection loses tree order or uses stale state · case 04

Checked leaf projection loses tree order or uses stale state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39240

Lazy subtree inherited check intent: Checked leaf projection loses tree order or uses stale state · case 05

Checked leaf projection loses tree order or uses stale state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39241

Tree branch refresh reconciliation: Refresh changes server child order or duplicates child IDs · case 01

Refresh changes server child order or duplicates child IDs produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39242

Tree branch refresh reconciliation: Refresh changes server child order or duplicates child IDs · case 02

Refresh changes server child order or duplicates child IDs produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39243

Tree branch refresh reconciliation: Refresh changes server child order or duplicates child IDs · case 03

Refresh changes server child order or duplicates child IDs produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39244

Tree branch refresh reconciliation: Refresh changes server child order or duplicates child IDs · case 04

Refresh changes server child order or duplicates child IDs produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39245

Tree branch refresh reconciliation: Refresh changes server child order or duplicates child IDs · case 05

Refresh changes server child order or duplicates child IDs produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39246

Tree branch refresh reconciliation: Refresh removal set includes surviving or newly added children · case 01

Refresh removal set includes surviving or newly added children produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39247

Tree branch refresh reconciliation: Refresh removal set includes surviving or newly added children · case 02

Refresh removal set includes surviving or newly added children produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39248

Tree branch refresh reconciliation: Refresh removal set includes surviving or newly added children · case 03

Refresh removal set includes surviving or newly added children produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39249

Tree branch refresh reconciliation: Refresh removal set includes surviving or newly added children · case 04

Refresh removal set includes surviving or newly added children produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39250

Tree branch refresh reconciliation: Refresh removal set includes surviving or newly added children · case 05

Refresh removal set includes surviving or newly added children produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39251

Tree branch refresh reconciliation: Refresh cleanup misses removed roots or their descendants · case 01

Refresh cleanup misses removed roots or their descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39252

Tree branch refresh reconciliation: Refresh cleanup misses removed roots or their descendants · case 02

Refresh cleanup misses removed roots or their descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39253

Tree branch refresh reconciliation: Refresh cleanup misses removed roots or their descendants · case 03

Refresh cleanup misses removed roots or their descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39254

Tree branch refresh reconciliation: Refresh cleanup misses removed roots or their descendants · case 04

Refresh cleanup misses removed roots or their descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39255

Tree branch refresh reconciliation: Refresh cleanup misses removed roots or their descendants · case 05

Refresh cleanup misses removed roots or their descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39256

Tree branch refresh reconciliation: Refresh selection cleanup erases survivor state · case 01

Refresh selection cleanup erases survivor state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39257

Tree branch refresh reconciliation: Refresh selection cleanup erases survivor state · case 02

Refresh selection cleanup erases survivor state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39258

Tree branch refresh reconciliation: Refresh selection cleanup erases survivor state · case 03

Refresh selection cleanup erases survivor state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39259

Tree branch refresh reconciliation: Refresh selection cleanup erases survivor state · case 04

Refresh selection cleanup erases survivor state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39260

Tree branch refresh reconciliation: Refresh selection cleanup erases survivor state · case 05

Refresh selection cleanup erases survivor state produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39261

Tree branch refresh reconciliation: Refresh leaves expansion attached to deleted descendants · case 01

Refresh leaves expansion attached to deleted descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39262

Tree branch refresh reconciliation: Refresh leaves expansion attached to deleted descendants · case 02

Refresh leaves expansion attached to deleted descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39263

Tree branch refresh reconciliation: Refresh leaves expansion attached to deleted descendants · case 03

Refresh leaves expansion attached to deleted descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39264

Tree branch refresh reconciliation: Refresh leaves expansion attached to deleted descendants · case 04

Refresh leaves expansion attached to deleted descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39265

Tree branch refresh reconciliation: Refresh leaves expansion attached to deleted descendants · case 05

Refresh leaves expansion attached to deleted descendants produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39266

Tree branch refresh reconciliation: Refresh cache eviction crosses branch boundary · case 01

Refresh cache eviction crosses branch boundary produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39267

Tree branch refresh reconciliation: Refresh cache eviction crosses branch boundary · case 02

Refresh cache eviction crosses branch boundary produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39268

Tree branch refresh reconciliation: Refresh cache eviction crosses branch boundary · case 03

Refresh cache eviction crosses branch boundary produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39269

Tree branch refresh reconciliation: Refresh cache eviction crosses branch boundary · case 04

Refresh cache eviction crosses branch boundary produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39270

Tree branch refresh reconciliation: Refresh cache eviction crosses branch boundary · case 05

Refresh cache eviction crosses branch boundary produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39271

Tree branch refresh reconciliation: Refresh steals unrelated focus or retains removed row · case 01

Refresh steals unrelated focus or retains removed row produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39272

Tree branch refresh reconciliation: Refresh steals unrelated focus or retains removed row · case 02

Refresh steals unrelated focus or retains removed row produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39273

Tree branch refresh reconciliation: Refresh steals unrelated focus or retains removed row · case 03

Refresh steals unrelated focus or retains removed row produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39274

Tree branch refresh reconciliation: Refresh steals unrelated focus or retains removed row · case 04

Refresh steals unrelated focus or retains removed row produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39275

Tree branch refresh reconciliation: Refresh steals unrelated focus or retains removed row · case 05

Refresh steals unrelated focus or retains removed row produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39276

Tree branch refresh reconciliation: Refresh incorrectly closes a surviving editor · case 01

Refresh incorrectly closes a surviving editor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39277

Tree branch refresh reconciliation: Refresh incorrectly closes a surviving editor · case 02

Refresh incorrectly closes a surviving editor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39278

Tree branch refresh reconciliation: Refresh incorrectly closes a surviving editor · case 03

Refresh incorrectly closes a surviving editor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39279

Tree branch refresh reconciliation: Refresh incorrectly closes a surviving editor · case 04

Refresh incorrectly closes a surviving editor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39280

Tree branch refresh reconciliation: Refresh incorrectly closes a surviving editor · case 05

Refresh incorrectly closes a surviving editor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39281

Tree branch refresh reconciliation: Refresh announces surviving children as newly inserted · case 01

Refresh announces surviving children as newly inserted produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39282

Tree branch refresh reconciliation: Refresh announces surviving children as newly inserted · case 02

Refresh announces surviving children as newly inserted produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39283

Tree branch refresh reconciliation: Refresh announces surviving children as newly inserted · case 03

Refresh announces surviving children as newly inserted produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39284

Tree branch refresh reconciliation: Refresh announces surviving children as newly inserted · case 04

Refresh announces surviving children as newly inserted produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39285

Tree branch refresh reconciliation: Refresh announces surviving children as newly inserted · case 05

Refresh announces surviving children as newly inserted produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39286

Tree branch refresh reconciliation: Refresh version changes all branches or fails to advance parent · case 01

Refresh version changes all branches or fails to advance parent produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39287

Tree branch refresh reconciliation: Refresh version changes all branches or fails to advance parent · case 02

Refresh version changes all branches or fails to advance parent produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39288

Tree branch refresh reconciliation: Refresh version changes all branches or fails to advance parent · case 03

Refresh version changes all branches or fails to advance parent produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39289

Tree branch refresh reconciliation: Refresh version changes all branches or fails to advance parent · case 04

Refresh version changes all branches or fails to advance parent produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39290

Tree branch refresh reconciliation: Refresh version changes all branches or fails to advance parent · case 05

Refresh version changes all branches or fails to advance parent produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39291

Nested tree event ownership: Event ownership chooses outer tree in composed path · case 01

Event ownership chooses outer tree in composed path produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39292

Nested tree event ownership: Event ownership chooses outer tree in composed path · case 02

Event ownership chooses outer tree in composed path produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39293

Nested tree event ownership: Event ownership chooses outer tree in composed path · case 03

Event ownership chooses outer tree in composed path produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39294

Nested tree event ownership: Event ownership chooses outer tree in composed path · case 04

Event ownership chooses outer tree in composed path produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39295

Nested tree event ownership: Event ownership chooses outer tree in composed path · case 05

Event ownership chooses outer tree in composed path produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39296

Nested tree event ownership: Foreign tree events are accepted by ancestor · case 01

Foreign tree events are accepted by ancestor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility● Open access↗
FA-39297

Nested tree event ownership: Foreign tree events are accepted by ancestor · case 02

Foreign tree events are accepted by ancestor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39298

Nested tree event ownership: Foreign tree events are accepted by ancestor · case 03

Foreign tree events are accepted by ancestor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39299

Nested tree event ownership: Foreign tree events are accepted by ancestor · case 04

Foreign tree events are accepted by ancestor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ Members↗
FA-39300

Nested tree event ownership: Foreign tree events are accepted by ancestor · case 05

Foreign tree events are accepted by ancestor produces the wrong hierarchical widget state in a regression fixture.

Tree accessibility◈ 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 ↗