← Dependency Hygiene & Scaling Alignment



Are shared dependencies aligned with current growth and access patterns?
Identify shared dependencies serving workloads whose growth or access patterns are no longer aligned with current shard, partition, or replica design. Examples: database shards with skewed key distribution, Kafka topics with hot partitions, search clusters with unbalanced index sizes.
Full guidance for this scenario is coming soon. In the meantime, try asking your Schema-connected AI assistant this question directly — it has access to the metrics, insights, and operational knowledge needed to help.