We’re collecting input from the Liquibase community to build a public benchmark on database change management.
The survey focuses on:
– How teams review and deploy schema changes
– Where things still go wrong
– How AI and automation are starting to show up in real workflows
It’s about 20 questions and takes roughly 5 minutes.
We’ll publish the results back here once the survey closes. If a question misses the mark or sparks debate, we’d love to discuss it in this thread.
Survey link: https://liquibase.com/liquibase-2026-database-change-survey