Codebase getting larger - Qwen3.6-27B starting to compound issues - how to work smartly with this model?

The article discusses the challenges of managing an expanding codebase while developing with the Qwen3.6-27B model, highlighting issues with bug proliferation and manual debugging. The author employs a structured approach to prompt the model for specific tasks, but notes that context saturation and the removal of kv quantization have increased debugging time. This serves as a cautionary tale for practitioners, emphasizing the need for effective model usage strategies and code review practices to mitigate bugs in larger AI-driven projects.