pg_clickhouse v0.11.0 and chdb v0.1.2 releases improve cross-database compatibility with three key enhancements: character encoding validation with configurable error handlers (fail, remove, replace, truncate), support for ClickHouse interval types mapped to PostgreSQL intervals, and improved type handling for foreign tables and data import operations.