January 2026: Delivered expanded operator compatibility for evolved_operator_ansatz by adding SparseObservable support, integrating with the Rust fast path, and strengthening tests. Implemented robust import handling and edge-case logic (empty circuit and identity-only scenarios), resulting in broader operator coverage, safer defaults, and improved reliability. Demonstrated Python core improvements, Rust integration, and comprehensive testing with enhanced release notes.