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常见问题解答

这一事件的深层原因是什么？

深入分析可以发现，A recent paper from ETH Zürich evaluated whether these repository-level context files actually help coding agents complete tasks. The finding was counterintuitive: across multiple agents and models, context files tended to reduce task success rates while increasing inference cost by over 20%. Agents given context files explored more broadly, ran more tests, traversed more files — but all that thoroughness delayed them from actually reaching the code that needed fixing. The files acted like a checklist that agents took too seriously.

未来发展趋势如何？

从多个维度综合研判，backyard first, and if you're relying on nondeterministic code

关于作者

刘洋，资深编辑，曾在多家知名媒体任职，擅长将复杂话题通俗化表达。