Learning this shit is fun.
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.
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Government’s economic watchdog believes pressure on energy prices could push rate close to 3% by end of 2026，详情可参考新收录的资料
В США резко повысили прогноз средней цены на нефть в 2026 году. Об этом со ссылкой на отчет Управления энергетической информации (EIA) Минэнерго США сообщает ТАСС.，更多细节参见新收录的资料
Three-phase experiment: baseline → memory writing → memory utilization. Expected Phase C success rate 10-20% higher than Phase A.