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- collection-loader streams base rows via postgres and bulk-inserts into an in-memory DuckDB instance using the Appender API, then builds an index on each indexable column - base-query-cache service routes list() calls through the prepared-statement path; ensureLoaded does schema-version checks with single-pass LRU eviction - keyset param-ordering bug in the DuckDB builder fixed: placeholders appear head-to-tail but were being pushed tail-to-head, which made DuckDB bind the wrong value for each ? and throw Binder Error on typed columns - base-row repo gains countActiveRows for the router to use in task 6 - seed script split into an importable helper so integration tests can seed a 10k-row base deterministically without shelling out - new integration spec compares Postgres vs DuckDB pagination end-to-end for a numeric sort and guards against duplicate rows from DuckDB Integration test is skipped unless INTEGRATION_DB_URL is set.