Worked on targeted reliability improvements across documentation and frontend interfaces, focusing on the-guild-org/website and moeru-ai/airi repositories. Addressed a broken documentation link in index.mdx by updating the MDX path, ensuring users could access accurate example files and reducing support queries. In moeru-ai/airi, improved the Gemini API key input experience by correcting placeholder text in both stage-tamagotchi and stage-web apps, aligning with the required format and minimizing misconfiguration risks. Employed Vue and Markdown to maintain documentation quality and frontend consistency, emphasizing precise, traceable changes that enhance onboarding and user experience without introducing new features during the review period.