Harness Database DevOps has expanded its capabilities by adding Flyway support alongside Liquibase, providing teams with the flexibility to choose between structured changelogs and SQL-first migration scripts. This dual-engine approach allows developers to use their preferred tools while ensuring centralized governance, automated safety features, and a unified pipeline for database changes, thereby making database delivery as automated and reliable as application delivery. Flyway's minimalistic and convention-driven methodology appeals to developers who value direct SQL control, and its integration into Harness's platform facilitates seamless migrations with governance, drift detection, and automated rollbacks. By supporting both Flyway and Liquibase, Harness enhances developer freedom and operational confidence, promoting a tool-neutral environment that aligns with various workflows. This strategy underscores Harness's commitment to modern database delivery, offering a comprehensive pipeline experience that merges automation, policy control, and observability.