Schema changes without maintenance windows follow one pattern — expand, migrate, contract — with every step backward-compatible and
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Add the new structure alongside the old; backfill and dual-write; switch reads; remove the old only after proof. Never a step that strands the previous app version.
Certain operations lock tables in certain engines; know which, use online-migration techniques, and batch backfills with throttling — the 'quick ALTER' that froze production is a classic.
Staging runs with realistic volume, timing measured, rollback tested — migration confidence is rehearsal, not optimism.
Compatibility across app versions during rollout (old code + new schema, new code + old schema) — the choreography that makes canary and blue-green possible at all.
Skipping the discipline this article describes until an incident, audit, or stalled project forces it — every practice above is cheaper adopted early than retrofitted under pressure.
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