Vibhor Kumar wrote "The CALM Platform Test" to frame enterprise platform readiness through four dimensions: Changeability, Assurance, Leverage, and Measurability. Read with PostgreSQL logical replication, RLS, pgAudit, pgvector, and pg_stat_statements in mind, it becomes a practical prompt to verify changeability and evidence before placing AI workloads on a data platform.
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