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📝 article rubyflow.com · July 29, 2026

Why Active Record’s Snapshot Semantics Are a Trade-off, Not a Missing Feature

Active Record objects hold the database-derived state they loaded; they do not stay synchronized when another process changes the row. I built four small, reproducible experiments covering stale reads, lost updates, optimistic locking, and association-cache staleness, then looked at Rails’ abandoned Identity Map and what genuinely live objects would require.

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