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• Architecture: Migrated core services to a microservices-inspired layout with containerized deployments, enabling independent scaling and more predictable resource usage.
• Data management: Reworked the data layer with a hybrid model balancing transactional integrity and analytical throughput; introduced incremental backups and improved retention policies.
• Integrations: Added official connectors for common platforms (list specific integrations), and published a stable API with versioning guidelines.

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