During February 2026, contributed to the searxng/searxng repository by developing and integrating a new Brave API engine, enabling SearXNG to utilize the Brave Search API through secure API key configuration. This feature expanded the platform’s search capabilities by incorporating Brave as an additional search source, with careful attention to robust result handling to ensure a seamless user experience. The work involved backend development using Python and YAML, focusing on API integration and secure credential management. This addition laid the foundation for future Brave-based engines and improved overall search coverage, reflecting a methodical approach to enhancing extensibility and maintainability.