LiveCodeBench Hard
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- Memdoor reconstructs a multi-agent coding workflow
A Memdoor reconstruction of the GVS5H method assigns programming tasks to five fresh-context Qwen3.8-27B roles plus a repair worker, with agents communicating through files and shell scripts deciding test success. Across five passes on the first ten LiveCodeBench Hard problems, the workflow averaged 9.8 out of 10, versus 9.6 for the authors' harness and 8.0 for single-call Fable 5 results. The report says all 50 runs, grader outputs, costs and serving hosts were published.
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