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Data Strategy

Data Model​

  • Main entities: User, Space, Service, Task, Item.

Data Flow​

  • App → API Gateway → Services → Storage; Analytics separate pipeline.

Data Consistency​

  • Planned Saga/Outbox for distributed transactions.

Storage​

  • Hot: Redis/Database OLTP; Cold: S3/Data Lake.

Analytics & BI​

  • Warehouse (BigQuery/Redshift/Snowflake), tracking plan (Segment/Mixpanel/GA).