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 3: Add Landing RAW And Durable Promotion State
Summary
Move valid CDC durability ahead of tenant resolution and add durable landing-to-tenant promotion state so unresolved children no longer depend on SQS receipt visibility for eventual success.
Current Codebase Findings
Repository analysis shows:
- current branch still mostly writes raw data after tenant resolution succeeds,
- unresolved child rows remain in SQS retry/visibility loop,
- worker acknowledgment is still coupled too tightly to resolved handoff behavior,
- branch docs already identify landing RAW plus tenant RAW promotion as target architecture.
Dependencies
- TASK 1
- TASK 2
Source References
../KdsCdcDebeziumIntegration/TASK3.md../../docs/features/ETL/kds-cdc/branch-direction-and-flow.md#7-raw-capture-and-handoff../../docs/features/ETL/kds-cdc/debezium-payload-compatibility-notes.md
Scope From Breakdown
This task covers:
- landing RAW write before tenant promotion,
- durable promotion-state persistence,
- ack behavior tied to landing/quarantine durability,
- idempotent promotion from landing RAW to tenant RAW.
Files to Create
- landing/promotion contracts under
backend/Kds.Ai.Integrations/KdsCdc/or.../Landing/ - promotion-state entities/configuration/repositories under
backend/Kds.Ai.Data/ - landing RAW metadata contracts if new raw record shape or object family is needed
Files to Modify
backend/Kds.Ai.ApiService/Jobs/KdsCdc/KdsCdcWorkerService.csbackend/Kds.Ai.Integrations/KdsCdc/KdsCdcExtractJobs.csbackend/Kds.Ai.Integrations/KdsCdc/Raw/KdsCdcRawArtifactWriter.csbackend/Kds.Ai.Integrations/KdsCdc/KdsCdcIntakeSupport.cs- any checkpoint/details models affected by landing/promotion state
- tests under
backend/tests/Kds.Ai.Integrations.Tests/KdsCdc/andbackend/tests/Kds.Ai.Data.Tests/
Required Behavior
Landing RAW first
For valid supported Debezium payloads:
- parse and validate message
- write landing RAW durably
- write promotion-state row durably
- acknowledge SQS
- resolve tenant and promote from durable state
Promotion-state durability
Promotion state must record enough information to continue without SQS.
Minimum fields:
- stable Debezium identity
- landing RAW object key
- source database/table
- operation
- primary key
- source coordinates
- comparable ordering token when available
- current promotion status
- retry reason
- retry count
- last attempt timestamp
- resolved tenant/store/company when known
- tenant RAW object key when promoted
Promotion status model
Need explicit statuses at minimum:
pendingtenant_unresolvedpromotedquarantinedfailed
Ack behavior
Required ack behavior:
- landing RAW write fails: do not acknowledge SQS
- quarantine durability fails: do not acknowledge SQS
- landing RAW and promotion-state write succeed: acknowledge SQS even if tenant still unresolved
- tenant promotion transient failure after durable landing: do not rely on SQS for retry
Promotion idempotency
If same Debezium message is received again after landing was already persisted:
- do not create duplicate logical promotion state,
- do not create duplicate tenant RAW logical event,
- converge on existing landing/promotion record by stable Debezium identity.
Testing
Add tests for:
- landing RAW written before tenant promotion,
- acknowledged after landing success for unresolved child,
- no acknowledge when landing write fails,
- no acknowledge when durable quarantine write fails,
- duplicate redelivery converges on same promotion state,
- promotion creates tenant RAW only once,
- unsupported or malformed payload still uses durable quarantine path.
Acceptance Criteria
- [ ] Landing RAW becomes first durable boundary for valid messages
- [ ] SQS ack depends on landing/quarantine durability, not immediate tenant resolution success
- [ ] Promotion-state persistence exists and is durable
- [ ] Unresolved child rows leave SQS hot path after landing success
- [ ] Promotion is idempotent across SQS redelivery
- [ ] Tenant RAW remains explicit downstream boundary
- [ ] Tests cover landing-first, ack behavior, and idempotent promotion semantics
Notes
- Do not redesign downstream ETL stages after tenant RAW here.
- Keep unsupported/malformed payload quarantine behavior explicit and durable.