A new benchmark targets actual software engineering tasks to replace synthetic tests. It moves beyond simple code completion to evaluate complex, multi-file problem solving. Fable fails to meet these stricter standards. This shift forces LLM developers to optimize for long-term project maintenance rather than isolated snippets.