Database Re-Sharding: Zero-Downtime Migration Approaches & Trade-Offs
Senior Principal Engineer guide to database re-sharding, live cluster migration approaches, pros and cons, dual-write choreography, CDC replication, consistent hash expansion, and range splits.
OpenSearch Architecture Deep Dive & Splunk-to-OpenSearch Migration Guide
Principal engineering guide to OpenSearch internals (Apache Lucene segments, FSTs, DocValues, Segment Replication, ISM tiers) and end-to-end Splunk-to-OpenSearch migration (Schema-on-Read vs Schema-on-Write, SPL to PPL/DSL translation, Data Prepper pipelines, and capacity math).
Strangler Fig Pattern
Guide to the Strangler Fig pattern for migrating monoliths to microservices. Details bounded context mapping, Anti-Corruption Layer (ACL) Spring Boot code, dual-writing data sync, eventual consistency, and migration gotchas.