We benchmarked Claude Code with and without Sequa's context engine on complex, real world tasks from open source repositories. In two thirds of non-trivial tasks, Claude Code with Sequa produced measurably better solutions, with improvements ranging from +55% in completeness to +113% in code reuse. These results were achieved with fully automatic context generation and zero manual customization.