PreVeil currently uses Python and Go across core services, C++ for portions of the Windows client, Swift and native tooling on macOS, web technologies for browser-based clients, and SQL/SQLite for relational and local storage. Design reliable synchronization and state-management systems across clients, devices, and backend infrastructure, including offline behavior, retries, event ordering, conflict resolution, and recovery from partial failures.