At high volumes, user migrations need to be parallel — but safe.
Key issues:
- Avoiding race conditions and overloading partitions
- Coordinating steps across services
- Respecting dependencies and consistency
Techniques:
- Partition-level concurrency caps
- Leases with TTL to avoid duplicate execution
- Rate-limited task queues and failure queues
Diagrams helped explain coordination strategies to teams.