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Branches (328)
- extract-raw-xml/agent-tooling/backend/tests/AGENTS.md
- extract-raw-xml/architecture/docs/ETL.md
- extract-raw-xml/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/index.md
- extract-raw-xml/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/s3-storage-e2e-test-plan.md
- extract-raw-xml/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/s3-storage-implementation-plan.md
- extract-raw-xml/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/s3-storage-proposal.md
- extract-raw-xml/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/s3-storage-streaming-implementation-plan.md
- extract-raw-xml/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/source-task.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/01-brink-extract-boundary.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/02-source-connection-and-tenant-binding.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/03-extract-schedule-and-dispatch-contract.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/04-ingestion-batch-and-checkpoint-contract.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/05-raw-capture-and-failure-packaging.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/06-endpoint-catalog-and-execution-policy.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/07-raw-to-load-normalization-seam.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/08-first-job-design-input.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/09-first-job-design-v1.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/10-foundation-summary.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/11-raw-to-load-job-design-v1.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/12-missing-relational-load-mappings.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/13-load-to-redshift-staging-job-design-v1.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/14-staging-to-curated-job-design-v1.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/15-end-to-end-pipeline-summary.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/index.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/adapter-architecture-poc-simple.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/adapter-architecture.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/facade-implementation-plan.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/facade-streaming-implementation-plan.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/facade-streaming-review-fix-plan.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/first-etl-job-proposal.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/index.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/integration-flow.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/poc-checklist.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/relational-load-staging-implementation-plan.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/source-task.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/staging-to-curated-mapping.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/technical-integration-notes.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/xml-to-parquet-implementation-plan.md
- extract-raw-xml/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/xml-to-parquet-proposal.md
- extract-raw-xml/etl/docs/features/ETL/index.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK0.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK1.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.1.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.2.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.3.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.4.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK3.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK4.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK5.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK6.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK7.md
- extract-raw-xml/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK8.md
- extract-raw-xml/research/temp/brink-pos-integration-research.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/customers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/index.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/inventory_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/kitchen_item_status_events.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/kitchen_orders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/kitchen_order_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/loyalty_customers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_catalog_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_hourly_sales.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_menu_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_modifiers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_orders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_order_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_tables.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_table_definitions.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_tenders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_transactions.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_transaction_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_transaction_tenders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_kitchen_get_order_bump_times.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_kitchen_get_order_item_bump_times.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_sales2_get_current_business_date.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_sales2_get_orders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_brands.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_destinations.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_employees.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_kitchen_queues.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_last_modified_time.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_menu.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_tables.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_taxes.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_day_parts.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_item_groups.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_modifier_codes.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_modifier_groups.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_registers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_revenue_centers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_sections.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_tenders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/index.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/customers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/index.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/inventory_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/kitchen_item_status_events.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/kitchen_orders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/kitchen_order_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/loyalty_customers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_catalog_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_hourly_sales.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_menu_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_modifiers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_orders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_order_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_tables.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_table_definitions.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_tenders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_transactions.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_transaction_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_transaction_tenders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/curated-model/todo.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/index.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_gnditem.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_gndsale.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_gndslsum.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_gndtndr.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_itm.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_mod.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_tab.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_tabdef.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_tdr.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/index.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/index.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/kds_customers.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/kds_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/kds_item_bumps.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/kds_orders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/index.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_inventory_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_wp_loyalty.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_wp_pos_items.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_wp_pos_orders.md
- extract-raw-xml/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_wp_pos_order_items.md
- feature-fleet-import/architecture/docs/curated-redshift-schema.md
- feature-fleet-import/etl/docs/features/ETL/fleet/fleet-s3-direct-import-operations.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/main.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/proposed-solution.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK0.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK1.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK2.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK3.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK4.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK5.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK6.md
- feature-fleet-import/implementation-specs/specs/ImportFromS3ToRedshift/TASK7.md
- kds_cdc_improvments/implementation-specs/specs/MonitorSpecsCuratedRedshiftRewrite/TASK.md
- kds_cdc_improvments/implementation-specs/specs/MonitorSpecsCuratedRedshiftRewrite/TASK1.1.md
- kds_cdc_improvments/implementation-specs/specs/MonitorSpecsCuratedRedshiftRewrite/TASK1.2.md
- kds_cdc_improvments/implementation-specs/specs/MonitorSpecsCuratedRedshiftRewrite/TASK2.1.md
- kds_cdc_improvments/implementation-specs/specs/MonitorSpecsCuratedRedshiftRewrite/TASK2.2.md
- kds_cdc_improvments/implementation-specs/specs/MonitorSpecsCuratedRedshiftRewrite/TASK3.1.md
- kds_cdc_improvments/implementation-specs/specs/MonitorSpecsCuratedRedshiftRewrite/TASK3.2.md
- kds_cdc_improvments/implementation-specs/specs/MonitorSpecsCuratedRedshiftRewrite/TASK4.1.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/customer-churn-risk.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/customer-profiles.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/daily-forecast.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/demand-drivers.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/forecast-demand.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/forgotten-items.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/identify-high-value-customers.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/identify-plowhorse-items.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/identify-star-items.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/incorporate-seasonality.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/inventory-levels.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/kitchen-performance.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/menu-item-profitability.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/monthly-forecast.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/optimal-pricing-adjustments.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/optimize-order-quantities.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/pricing-recommendations.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/seasonality-trends.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/segment-customers.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/segment-descriptions.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/waste-reduction.md
- kds_cdc_improvments/monitor-specs/backend/Kds.Ai.Data/MonitorSpecs/weekly-forecast.md
- life-cycle/agent-tooling/backend/tests/AGENTS.md
- life-cycle/architecture/docs/ETL.md
- life-cycle/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/index.md
- life-cycle/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/s3-storage-e2e-test-plan.md
- life-cycle/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/s3-storage-implementation-plan.md
- life-cycle/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/s3-storage-proposal.md
- life-cycle/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/s3-storage-streaming-implementation-plan.md
- life-cycle/etl/docs/features/ETL/epics/03-s3-landing-replay-and-failure-storage/source-task.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/01-brink-extract-boundary.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/02-source-connection-and-tenant-binding.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/03-extract-schedule-and-dispatch-contract.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/04-ingestion-batch-and-checkpoint-contract.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/05-raw-capture-and-failure-packaging.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/06-endpoint-catalog-and-execution-policy.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/07-raw-to-load-normalization-seam.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/08-first-job-design-input.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/09-first-job-design-v1.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/10-foundation-summary.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/11-raw-to-load-job-design-v1.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/12-missing-relational-load-mappings.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/13-load-to-redshift-staging-job-design-v1.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/14-staging-to-curated-job-design-v1.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/15-end-to-end-pipeline-summary.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/01-first-job-foundation/index.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/adapter-architecture-poc-simple.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/adapter-architecture.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/facade-implementation-plan.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/facade-streaming-implementation-plan.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/facade-streaming-review-fix-plan.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/first-etl-job-proposal.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/index.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/integration-flow.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/poc-checklist.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/relational-load-staging-implementation-plan.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/source-task.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/staging-to-curated-mapping.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/technical-integration-notes.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/xml-to-parquet-implementation-plan.md
- life-cycle/etl/docs/features/ETL/epics/06-source-adapter-brink-pos-api/xml-to-parquet-proposal.md
- life-cycle/etl/docs/features/ETL/index.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK0.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK1.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.1.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.2.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.3.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.4.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK2.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK3.1.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK3.2.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK3.3.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK3.4.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK3.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK4.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK5.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK6.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK7.md
- life-cycle/implementation-specs/specs/BrinkPosOrdersFirstEtlJob/TASK8.md
- life-cycle/research/temp/brink-pos-integration-research.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/customers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/index.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/inventory_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/kitchen_item_status_events.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/kitchen_orders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/kitchen_order_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/loyalty_customers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_catalog_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_hourly_sales.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_menu_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_modifiers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_orders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_order_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_tables.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_table_definitions.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_tenders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_transactions.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_transaction_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-curated-model-mapps/pos_transaction_tenders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_kitchen_get_order_bump_times.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_kitchen_get_order_item_bump_times.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_sales2_get_current_business_date.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_sales2_get_orders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_brands.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_destinations.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_employees.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_kitchen_queues.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_last_modified_time.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_menu.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_tables.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings2_get_taxes.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_day_parts.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_item_groups.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_modifier_codes.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_modifier_groups.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_registers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_revenue_centers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_sections.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/brink_settings_get_tenders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/brinkPos-staging-model/index.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/customers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/index.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/inventory_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/kitchen_item_status_events.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/kitchen_orders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/kitchen_order_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/loyalty_customers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_catalog_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_hourly_sales.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_menu_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_modifiers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_orders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_order_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_tables.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_table_definitions.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_tenders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_transactions.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_transaction_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/pos_transaction_tenders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/curated-model/todo.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/index.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_gnditem.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_gndsale.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_gndslsum.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_gndtndr.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_itm.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_mod.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_tab.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_tabdef.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/aloha_tdr.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-aloha-staging-model/index.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/index.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/kds_customers.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/kds_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/kds_item_bumps.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-kds-staging-model/kds_orders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/index.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_inventory_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_wp_loyalty.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_wp_pos_items.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_wp_pos_orders.md
- life-cycle/warehouse-model/docs/features/ETL/warehouse-data/logic-control-pos-staging-model/labpos_wp_pos_order_items.md
- tenat-admin/architecture/docs/features/tenant-admin-control-plane/api-contract.md
- tenat-admin/architecture/docs/features/tenant-admin-control-plane/data-model.md
- tenat-admin/architecture/docs/features/tenant-admin-control-plane/feature-proposal.md
- tenat-admin/architecture/docs/features/tenant-admin-control-plane/implementation-notes.md
- tenat-admin/architecture/docs/features/tenant-admin-control-plane/index.md
TASK 2: Extract Raw XML
Summary
Implement the first real ETL data boundary for the Brink POS orders flow: live extraction of raw SOAP XML and immutable persistence to S3 raw/.
This task starts from the tenant-day child job contract defined in TASK1.md and turns it into a real extract_raw execution step for:
Sales2.GetCurrentBusinessDateSales2.GetOrders
This task owns:
- child extract orchestration for one tenant-day run
- business-date resolution
- Warehouse-side binding resolution and Brink extract boundary usage
- streaming raw capture to S3
- persisted-raw validation
- extract-stage diagnostics
This task does not implement raw -> load, Redshift COPY, curated SQL, or curated export yet.
This task must preserve the architectural boundary introduced by the source-binding refactor:
- Warehouse/app-layer resolves tenant context, loads the active source binding, validates it, and builds
BrinkConnectionDefinition Kds.Ai.Integrations.BrinkPosreceives that connection context from the outside and only performs Brink protocol work- ETL batch semantics, S3 ownership, and replay-boundary semantics stay outside the Brink integration module
Dependencies
Subtasks
- [ ] TASK 2.1 - Implement child extract orchestration and business-date resolution
- [ ] TASK 2.2 - Implement Brink raw capture boundary for
GetOrders - [ ] TASK 2.3 - Implement S3 raw persistence and persisted-raw validation
- [ ] TASK 2.4 - Add unit tests and live E2E validation for
extract_raw
Files to Create
1. Extract job orchestration contracts and services
Create or finalize the Warehouse/app-layer services that execute one tenant-day extract_raw run.
Required logical responsibilities:
- child extract job entry
- resolve active Brink binding for the tenant-day run through Warehouse/app-layer source-binding services
- business-date resolver
- extract orchestrator
- endpoint catalog for the narrowed v1 scope
- endpoint executor
Recommended logical services:
BrinkPosExtractJobsBrinkPosBusinessDateResolverBrinkPosExtractOrchestratorBrinkPosEndpointCatalogBrinkPosEndpointExecutor
2. Raw capture and validation seam
Create or finalize the seam between Brink raw extraction and generic ETL storage.
Required logical responsibilities:
- capture response stream through
IBrinkRawClientusing externally providedBrinkConnectionDefinition - persist original XML through shared ETL S3 storage
- reopen persisted object from storage
- validate XML, SOAP fault state, and Brink business success using Brink-specific validation components without moving S3 or batch semantics into
Kds.Ai.Integrations.BrinkPos
3. Extract-stage result and diagnostics models
Create or finalize the minimum result/diagnostics shape needed for one extract_raw endpoint attempt and one full tenant-day extract batch.
These models belong to ETL/Warehouse-facing code, not to Kds.Ai.Integrations.BrinkPos.
Required minimum details:
company_idtenant_id- resolved
business_date pipeline_stage = extract_rawstream_nameservice_nameoperation_nameraw_s3_pathstarted_atcompleted_at- endpoint status and validation outcome
Files to Modify
4. Brink integration boundary
Modify the Brink integration so the ETL path uses:
IBrinkPosFacadeonly forGetCurrentBusinessDateIBrinkRawClientforGetOrdersraw capture- externally provided
BrinkConnectionDefinitionor a factory-created bound Brink client for every ETL call path
This task should not keep a parallel typed extract path for GetOrders in the ETL flow.
This task must not add or keep the following inside Kds.Ai.Integrations.BrinkPos for the ETL path:
- tenant resolution
- source-binding lookup from operational DB
ISourceConnectionRepositoryIRuntimeTenantResolver- S3 raw persistence ownership
- ETL batch diagnostics models
5. S3 raw storage integration
Modify the shared ETL storage path so raw capture writes immutable XML into the standard S3 raw/ layout from docs/ETL.md.
6. Batch metadata touch points
Use the existing ingestion-batch foundation where possible, but this task may need to extend or adapt the extract-stage metadata written during execution.
Any remaining gaps in batch/checkpoint richness should be carried forward into TASK3.md rather than blocking raw extraction design here.
Required Behavior
Scope rule
This task is strict v1 extract_raw only for:
GetCurrentBusinessDateas required helperGetOrdersas the only replayable extract endpoint
No other Brink endpoint belongs to this task.
Connection ownership rule
- Warehouse/app-layer resolves the active binding and builds
BrinkConnectionDefinition - ETL orchestration passes that connection context into the Brink integration boundary
Kds.Ai.Integrations.BrinkPosmust not resolve tenant context or load source bindings from the operational database for this flow- the exact API shape may be either explicit
BrinkConnectionDefinitionparameters or a factory-created bound Brink client, but the connection context must come from outside the integration module
Business-date rule
For one child extract request:
- if
BusinessDateis provided, use it exactly - otherwise call
GetCurrentBusinessDate - use the resolved value for the full tenant-day extract run
Extract boundary rule
IBrinkPosFacadeis control-only in this taskIBrinkRawClientis the only ETL extraction API forGetOrders- both consume externally provided Brink connection context
- job-layer code must not build SOAP envelopes, routes, headers, or auth rules
- integration-layer code must not own ETL batch state, S3 persistence, or tenant-binding lookup
Raw capture rule
GetOrdersmust be captured as streaming raw SOAP XML- original XML must be persisted to S3
raw/without mutation - the persisted raw artifact is the replay boundary
- transport success alone is not enough for endpoint success
Validation rule
Endpoint success requires persisted-raw validation after upload.
Validation must confirm at least:
- XML is well formed
- no SOAP fault is present
- Brink business success semantics are satisfied
Responsibility split:
- Brink-specific payload inspection and validation logic may live in
Kds.Ai.Integrations.BrinkPos - reopening the persisted S3 object, recording
raw_s3_path, and deciding extract-stage success or failure belong to ETL/Warehouse orchestration
Orchestration rule
- one child extract job executes one tenant-day extract boundary
- fail-fast behavior is acceptable because v1 includes one replayable endpoint only
- endpoint diagnostics must be written in a form that later stages can reference
Testing
Unit tests
Unit tests are mandatory for this task.
Add unit tests for:
- Warehouse-side connection resolution handoff into the Brink integration boundary
- business-date resolution with explicit date override
- business-date resolution through
GetCurrentBusinessDate - endpoint catalog for the narrowed v1 scope
- raw capture orchestration using
IBrinkRawClient - persisted-raw validation success and failure
- SOAP fault failure handling
- Brink business-failure handling
- raw capture diagnostics and S3 path recording
Live E2E tests
This task ends at a real ETL boundary, so live E2E is required whenever Aspire-managed secrets and integrations are available.
Add live E2E coverage that verifies at least:
- the child extract flow can resolve real Brink connection data
GetCurrentBusinessDateworks against real Brink whenBusinessDateis omittedGetOrderscalls the real Brink API- the returned XML is written to S3
raw/ - the persisted raw object can be reopened and validated successfully
Recommended live verification shape:
- run one tenant-day extract against real Brink
- assert that one expected raw artifact exists in S3
- assert that metadata and diagnostics point to the persisted object
- assert that no secret values are written into S3 metadata or diagnostics
- assert that the ETL path does not depend on DB-coupled connection resolution inside
Kds.Ai.Integrations.BrinkPos
Acceptance Criteria
- [ ] Child extract job entry exists for the tenant-day
extract_rawstage - [ ] Warehouse/app-layer resolves the active Brink binding and supplies connection context to the integration boundary
- [ ]
GetCurrentBusinessDateis used whenBusinessDateis omitted - [ ]
GetOrdersis captured throughIBrinkRawClient - [ ]
Kds.Ai.Integrations.BrinkPosno longer owns tenant resolution or source-binding lookup for this flow - [ ] ETL orchestration does not use typed
GetOrdersDTO extraction - [ ] Original raw SOAP XML is written to S3
raw/ - [ ] Persisted raw validation is required before endpoint success
- [ ] Extract diagnostics capture stream, service, operation, timing, and raw path
- [ ] Unit tests cover business-date resolution, raw capture, and validation behavior
- [ ] Live E2E verifies real Brink extraction and raw S3 persistence
- [ ] Solution builds without errors
Notes
- Keep this task strict:
extract_rawonly. - Do not widen scope to normalization or batch-lifecycle redesign inside this task.
- This is the first task where live E2E against real services is mandatory unless a concrete blocker is documented.
- Prefer the ongoing source-binding refactor direction:
Kds.Ai.Integrations.BrinkPosshould consume externally provided connection context rather than resolve DB-backed bindings internally.