During October 2025, Ryan Anderson developed a user-facing search feature for the QDB page in the rit-sse/WebsiteTheSSEquel repository, focusing on enhancing the search experience and supporting demo readiness. He implemented a live search bar using React and Next.js, binding user input to a state variable that filtered displayed quotes in real time as users typed. To facilitate testing and quality assurance, he also enabled database seeding for QDB events, ensuring relevant data was available for demos. His work centered on front end development with JavaScript and TypeScript, delivering a focused feature set without major bug fixes during this period.