Built Word Documents (.docx):
Spensara Overview (.docx)
Capability Assessment (.docx)
Brink POS Ingestion Analysis (.docx)
The Borg Ingestion Architecture (.docx)
Categories
Implementation Specs (157)
Detailed engineering and feature implementation specifications.
- specs/AnomalyDetection/TASK1.1.md
- specs/AnomalyDetection/TASK1.2.md
- specs/AnomalyDetection/TASK1.3.md
- specs/AnomalyDetection/TASK1.4.md
- specs/AnomalyDetection/TASK2.1.md
- specs/AnomalyDetection/TASK2.2.md
- specs/AnomalyDetection/TASK3.1.md
- specs/AnomalyDetection/TASK3.2.md
- specs/AnomalyDetection/TASK3.3.md
- specs/AnomalyDetection/TASK4.1.md
- specs/AnomalyDetection/TASK4.2.md
- specs/AnomalyDetection/TASK4.3.md
- specs/AnomalyDetection/TASK4.4.md
- specs/AnomalyDetection/TASK5.1.md
- specs/AnomalyDetection/TASK5.2.md
- specs/AnomalyDetection/TASK5.3.md
- specs/AnomalyDetection/TASK6.1.md
- specs/AnomalyDetection/TASK6.2.md
- specs/AnomalyDetection/TASK6.3.md
- specs/AnomalyDetection/TASKS.md
- specs/ApiServicePostgresTestStability/TASK.md
- specs/BackendDatabaseConsolidation/TASK.md
- specs/BackendDatabaseConsolidation/TASK1.1.md
- specs/BackendDatabaseConsolidation/TASK1.2.md
- specs/BackendDatabaseConsolidation/TASK1.3.md
- specs/BackendDatabaseConsolidation/TASK2.1.md
- specs/BackendDatabaseConsolidation/TASK2.2.md
- specs/BackendDatabaseConsolidation/TASK2.3.md
- specs/BackendDatabaseConsolidation/TASK3.1.md
- specs/BackendDatabaseConsolidation/TASK3.2.md
- specs/BackendDatabaseConsolidation/TASK4.1.md
- specs/BackendDatabaseConsolidation/TASK4.2.md
- specs/BackendDatabaseConsolidation/TASK4.3.md
- specs/BackendDatabaseConsolidation/TASK5.1.md
- specs/BackendDatabaseConsolidation/TASK5.2.md
- specs/BrinkLaborGetShiftsStaging/TASK.md
- specs/BrinkPosOrdersFirstEtlJob/TASK.md
- specs/BrinkPosOrdersFirstEtlJob/TASK0.md
- specs/BrinkPosOrdersFirstEtlJob/TASK1.md
- specs/BrinkPosOrdersFirstEtlJob/TASK2.1.md
- specs/BrinkPosOrdersFirstEtlJob/TASK2.2.md
- specs/BrinkPosOrdersFirstEtlJob/TASK2.3.md
- specs/BrinkPosOrdersFirstEtlJob/TASK2.4.md
- specs/BrinkPosOrdersFirstEtlJob/TASK2.md
- specs/BrinkPosOrdersFirstEtlJob/TASK3.1.md
- specs/BrinkPosOrdersFirstEtlJob/TASK3.2.md
- specs/BrinkPosOrdersFirstEtlJob/TASK3.3.md
- specs/BrinkPosOrdersFirstEtlJob/TASK3.4.md
- specs/BrinkPosOrdersFirstEtlJob/TASK3.md
- specs/BrinkPosOrdersFirstEtlJob/TASK4.1.md
- specs/BrinkPosOrdersFirstEtlJob/TASK4.2.md
- specs/BrinkPosOrdersFirstEtlJob/TASK4.3.md
- specs/BrinkPosOrdersFirstEtlJob/TASK4.4.md
- specs/BrinkPosOrdersFirstEtlJob/TASK4.md
- specs/BrinkPosOrdersFirstEtlJob/TASK5.1.md
- specs/BrinkPosOrdersFirstEtlJob/TASK5.2.md
- specs/BrinkPosOrdersFirstEtlJob/TASK5.3.md
- specs/BrinkPosOrdersFirstEtlJob/TASK5.4.md
- specs/BrinkPosOrdersFirstEtlJob/TASK5.md
- specs/BrinkPosOrdersFirstEtlJob/TASK6.1.md
- specs/BrinkPosOrdersFirstEtlJob/TASK6.2.md
- specs/BrinkPosOrdersFirstEtlJob/TASK6.3.md
- specs/BrinkPosOrdersFirstEtlJob/TASK6.4.md
- specs/BrinkPosOrdersFirstEtlJob/TASK6.md
- specs/BrinkPosOrdersFirstEtlJob/TASK7.md
- specs/BrinkPosOrdersFirstEtlJob/TASK8.md
- specs/BrinkPosOrdersFirstEtlJob/TASK9.md
- specs/BrinkSettings2ToStaging/TASK.MD
- specs/CuratedToS3Stage/TASK.md
- specs/CuratedToS3Stage/TASK0.md
- specs/CuratedToS3Stage/TASK1.md
- specs/CuratedToS3Stage/TASK2.md
- specs/CuratedToS3Stage/TASK3.md
- specs/CuratedToS3Stage/TASK4.md
- specs/CustomerCredentialCustomHeaders/TASK.md
- specs/CustomerCredentialCustomHeaders/TASK1.1.md
- specs/CustomerCredentialCustomHeaders/TASK1.2.md
- specs/CustomerCredentialCustomHeaders/TASK2.1.md
- specs/CustomerCredentialCustomHeaders/TASK2.2.md
- specs/CustomerCredentialCustomHeaders/TASK3.1.md
- specs/CustomerCredentialTriggeredProvisioning/TASK.md
- specs/CustomerCredentialTriggeredProvisioning/TASK1.1.md
- specs/CustomerCredentialTriggeredProvisioning/TASK1.2.md
- specs/CustomerCredentialTriggeredProvisioning/TASK2.1.md
- specs/CustomerCredentialTriggeredProvisioning/TASK2.2.md
- specs/CustomerCredentialTriggeredProvisioning/TASK3.1.md
- specs/CustomerCredentialTriggeredProvisioning/TASK3.2.md
- specs/CustomerCredentialTriggeredProvisioning/TASK4.1.md
- specs/EtlSourceAdapterFramework/TASK.md
- specs/EtlSourceAdapterFramework/TASK0.md
- specs/EtlSourceAdapterFramework/TASK1.md
- specs/EtlSourceAdapterFramework/TASK2.md
- specs/EtlSourceAdapterFramework/TASK3.md
- specs/EtlSourceAdapterFramework/TASK4.md
- specs/EtlSourceAdapterFramework/TASK5.md
- specs/EtlSourceAdapterFramework/TASK6.md
- specs/KdsCdcDebeziumIntegration/TASK.md
- specs/KdsCdcDebeziumIntegration/TASK1.md
- specs/KdsCdcDebeziumIntegration/TASK2.md
- specs/KdsCdcDebeziumIntegration/TASK3.md
- specs/KdsCdcDebeziumIntegration/TASK4.md
- specs/KdsCdcDebeziumIntegration/TASK5.md
- specs/KdsCdcDurableRelationRouting/TASK.md
- specs/KdsCdcDurableRelationRouting/TASK1.md
- specs/KdsCdcDurableRelationRouting/TASK2.md
- specs/KdsCdcDurableRelationRouting/TASK3.md
- specs/KdsCdcDurableRelationRouting/TASK4.md
- specs/KdsCdcDurableRelationRouting/TASK5.md
- specs/KdsCdcIngestion/TASK.md
- specs/KdsCdcIngestion/TASK1.md
- specs/KdsCdcIngestion/TASK2.md
- specs/KdsCdcIngestion/TASK3.md
- specs/KdsCdcIngestion/TASK4.md
- specs/KdsCdcIngestion/TASK5.md
- specs/KdsCdcIngestion/TASK6.md
- specs/KdsCdcIngestion/TASK7.md
- specs/KdsCdcIngestion/TASK8.md
- specs/KdsCdcIngestion/TASK9.md
- specs/KdsCdcReplayExecution/TASK.md
- specs/KdsCdcReplayExecution/TASK1.md
- specs/KdsCdcReplayExecution/TASK2.md
- specs/KdsCdcReplayExecution/TASK3.md
- specs/KdsCdcReplayExecution/TASK4.md
- specs/KdsMonitorServingContractMigration/TASK.md
- specs/KdsMonitorServingContractMigration/TASK1.1.md
- specs/KdsMonitorServingContractMigration/TASK1.2.md
- specs/KdsMonitorServingContractMigration/TASK2.1.md
- specs/KdsMonitorServingContractMigration/TASK2.2.md
- specs/KdsMonitorServingContractMigration/TASK3.1.md
- specs/KdsMonitorServingContractMigration/TASK3.2.md
- specs/RedshiftFoundation/TASK.md
- specs/RedshiftFoundation/TASK1.1.md
- specs/RedshiftFoundation/TASK1.2.md
- specs/RedshiftFoundation/TASK1.3.md
- specs/RedshiftFoundation/TASK1.4.md
- specs/RedshiftFoundation/TASK2.1.md
- specs/RedshiftFoundation/TASK2.2.md
- specs/RedshiftFoundation/TASK3.1.md
- specs/RedshiftFoundation/TASK3.2.md
- specs/RedshiftFoundation/TASK3.3.md
- specs/RedshiftSyntheticDataFeed/TASK.md
- specs/RedshiftSyntheticDataFeed/TASK1.1.md
- specs/RedshiftSyntheticDataFeed/TASK1.2.md
- specs/RedshiftSyntheticDataFeed/TASK1.3.md
- specs/RedshiftSyntheticDataFeed/TASK2.1.md
- specs/RedshiftSyntheticDataFeed/TASK2.2.md
- specs/RedshiftSyntheticDataFeed/TASK3.1.md
- specs/RedshiftSyntheticDataFeed/TASK3.2.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK1.1.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK1.2.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK2.1.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK2.2.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK2.3.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK3.1.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK3.2.md
- specs/SingleStoreRedshiftRuntimeReadPath/TASK4.1.md
TASK 2.2: Migrate forgotten-items and item-recall-storm
Summary
Migrate the workflow-heavy forgotten-items and item-recall-storm monitor specs to curated.order_items workflow columns.
These monitors previously depended heavily on direct kdsdev.item_bumps joins.
Dependencies
- TASK 2.1 (slow-kitchen and station-bottleneck migration)
Files to Modify
1. backend/Kds.Ai.Data/MonitorSpecs/forgotten-items.md
Replace source item and item bump workflow logic with curated.order_items.
2. backend/Kds.Ai.Data/MonitorSpecs/item-recall-storm.md
Replace source item recall and item bump confirmation logic with curated.order_items.
Required Behavior
forgotten-items
Target tables:
curated.orderscurated.order_items
Required curated columns:
curated.orders.order_idcurated.orders.created_atcurated.orders.is_completedcurated.orders.item_countcurated.order_items.order_item_idcurated.order_items.order_idcurated.order_items.item_namecurated.order_items.categorycurated.order_items.station_idcurated.order_items.preparation_time_secondscurated.order_items.created_atcurated.order_items.workflow_status_codecurated.order_items.prepared_atcurated.order_items.done_at
Migration rules:
- query
curated.order_itemsdirectly, - do not join to
item_bumps, - identify pending/stuck items with
workflow_status_code = 0, - use
prepared_at IS NULLanddone_at IS NULLas supporting evidence where useful, - replace
device_idwithstation_id, - replace
preparation_timewithpreparation_time_seconds, - remove
store_guidandis_deleted, - preserve 20-item sample-size rule and forgotten-rate thresholds.
item-recall-storm
Target tables:
curated.orderscurated.order_items
Required curated columns:
curated.orders.order_idcurated.orders.created_atcurated.orders.is_completedcurated.order_items.order_item_idcurated.order_items.order_idcurated.order_items.item_namecurated.order_items.categorycurated.order_items.station_idcurated.order_items.created_atcurated.order_items.updated_atcurated.order_items.recall_atcurated.order_items.workflow_status_codecurated.order_items.previous_workflow_status_codecurated.order_items.prepared_atcurated.order_items.done_at
Migration rules:
- query recalled items with
recall_at IS NOT NULL, - use
previous_workflow_status_code = 2andworkflow_status_code = 1as recall confirmation when needed, - remove direct
item_bumpsjoin, - replace
device_idwithstation_id, - replace raw epoch fields with timestamp fields,
- remove
store_guidandis_deleted, - preserve 15-item sample-size rule and recall-rate thresholds.
Acceptance Criteria
- [ ]
forgotten-items.mdreferences onlycurated.ordersandcurated.order_items - [ ]
forgotten-items.mddoes not referencekdsdev - [ ]
forgotten-items.mddoes not referenceitem_bumps - [ ]
forgotten-items.mdusesworkflow_status_code,prepared_at, anddone_at - [ ]
item-recall-storm.mdreferences onlycurated.ordersandcurated.order_items - [ ]
item-recall-storm.mddoes not referencekdsdev - [ ]
item-recall-storm.mddoes not referenceitem_bumps - [ ]
item-recall-storm.mdusesrecall_at,workflow_status_code, andprevious_workflow_status_code - [ ] Neither monitor requires
store_guidoris_deleted - [ ] Existing thresholds and severity guidance are preserved
- [ ] No runtime code is changed in this task
Notes
- These are the highest-risk prompt migrations in this slice because workflow events are collapsed into the curated item row.
- Keep the prompt clear that
curated.order_itemsexposes latest valid workflow state.