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Use Case: Data Synchronization

TODO: Describe problem:

  • Data in multiple systems
  • Changes don’t synchronize
  • Inconsistent information
  • Slow manual updates

TODO: Explain solution (2-3 paragraphs)

TODO: What you need:

  • Connections to multiple databases
  • Central Data Store
  • System APIs
  • Notification webhooks

TODO: Identify systems:

  • System A: Primary
  • System B: Secondary
  • System C: Tertiary
  • Data Store: Central point

Synchronization flow:

TODO: Synchronization diagram

TODO: What to synchronize:

  • Contacts
  • Orders
  • Inventory
  • Users

For each entity:

  • Fields to synchronize
  • Necessary transformations
  • Validations

TODO: Detect changes:

  • Webhook when System A changes
  • Webhook when System B changes
  • Poll every X minutes (fallback)
  • Manual refresh

Priority:

  1. Webhooks (real-time)
  2. Scheduled (backup)

TODO: Adapt between systems:

  • Fields with different names
  • Different formats (date, currency)
  • Mapped values
  • Fields without correspondence

Mapping example:

System A: firstName → System B: first_name
System A: 2024-01-01 → System B: 01/01/2024

TODO: Rules:

  • If exists in B: update
  • If doesn’t exist: create
  • If was deleted: delete in B
  • Conflicts: System A wins

Example:

TODO: Logic pseudocode

TODO: Protections:

  • Don’t synchronize sensitive data
  • Validate before writing
  • Limit changes per user
  • Audit all operations

TODO: Track synchronization:

  • Logs of each sync
  • Conflict alerts
  • Volume metrics
  • Status dashboard

What to monitor:

  • Records synchronized
  • Errors
  • Execution time
  • Last sync

TODO: Conflict handling:

Change in A → Webhook → Validate → Transform → Write to B
Change in B → Webhook → Validate → Transform → Write to A

TODO: Metrics:

  • ✅ Data synchronized in minutes
  • ✅ 0 information loss
  • ✅ Conflicts resolved automatically
  • ✅ Complete audit trail

TODO: Table:

ErrorCauseSolution
”Infinite loop”A→B→AAdd guard
”Corrupted data”Incorrect transformValidate transform
”Sync incomplete”TimeoutIncrease limit

TODO: Tips:

  • Always test with small data sets
  • Backup before production
  • Monitor loops
  • Review conflicts regularly
  • Keep logs for 30 days

TODO: Complex cases:

  1. Tri-directional sync: 3+ systems
  2. Conditional sync: Only some entities
  3. Delayed sync: Nightly batch
  4. Unidirectional sync: From A to B only

TODO: Improve:

  • Real-time synchronization
  • Change compression
  • Automatic rollback
  • Master data management