During March 2025, Burtenshaw developed a Text-Only Mode for the huggingface/feel repository, focusing on backend development and environment configuration using Python. This feature enabled text-based generation workflows in environments without GPUs by introducing a TEXT_ONLY mode, which is controlled through an environment variable. The implementation bypassed image processing and reformatted conversation history for text output, allowing for faster testing and reduced resource consumption. Additionally, Burtenshaw made targeted adjustments to model loading logic to support zero-GPU environments, enhancing deployment flexibility. The work addressed the needs of CPU-only and resource-constrained deployments, demonstrating a focused and practical engineering approach.