Database Change Observability
Database changes need their own observability. Migrations, backfills, locks, query plans, and rollback paths should be visible before users feel them.
Topic
Release Engineering
Feature Flags as Operational Controls
Feature flags are not only release tools. They are operational controls that shape blast radius, recovery, and real-time product behavior.
Rollback-First Architecture
A rollback-first architecture treats recovery as a design requirement, not a hopeful button added after deployment.
Human-in-the-Loop Deployments
Deployment automation should accelerate safe releases while keeping humans in control of risk, timing, and rollback decisions.