Developed an automation feature for the BettaFish repository to enhance forum moderation and engagement by introducing a ForumHost class that leverages the Qwen3 language model. This solution generates moderator speeches from ongoing forum discussions, enabling scalable and consistent moderator messaging within the ForumEngine platform. The work focused on backend development and AI integration using Python, with careful attention to data parsing and threading to ensure reliable performance. By automating moderator communications, the project reduced manual workload and standardized interactions, laying a technical foundation for future moderation tools while maintaining clear traceability through well-documented commit history and repository updates.