Resources

Free tools for database teams

Self-assessments, guides, and starter code to see where your database practice stands and what to fix first. No sign-up needed.

Self-assessment · Interactive

Database Ops Scorecard

Answer a few quick questions across Environment Agility, Operations, and Security to see where your databases stand. Runs in your browser; nothing is stored or sent.

White paper · PDF

Bringing Database Infrastructure into GitHub

A practical onboarding guide for database teams: what to put in Git, repository design, GitHub Actions pipelines, audit controls, and a 13-week rollout plan.

Framework

Database DevOps maturity model

Five levels, from scripts run by hand to self-service pipelines. Score each database separately to see where to invest first.

Checklist

Pipeline readiness checklist

Nine questions to answer before you start moving a database into version control and automated deployments.

Starter code · GitHub

Liquibase pipeline project

The Azure DevOps and Liquibase pipeline from the CI/CD case study: validate, preview, and promote database changes.

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