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.
Ply 1.0 ships with everything I wished existed when I started:，更多细节参见新收录的资料
。新收录的资料对此有专业解读
“Under the Biden administration, America was plagued by the nightmare of stagflation, meaning low growth and high inflation — a recipe for misery, failure and decline,” Trump said at the World Economic Forum in Davos, Switzerland, in January.
David SillitoArts correspondent, in Spernall in Warwickshire。关于这个话题，新收录的资料提供了深入分析