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Lossfunk {shivank_g@mfs, ayush_s@mt, shweta_s@mfs}.iitr.ac.in, paras@lossfunk.com Abstract 00footnotetext: *Equal contribution.
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Coding agents can pinpoint performance bottlenecks in real-world inference codebases, but struggle to generate functional optimization patches, revealing a critical gap between identifying problems and implementing solutions.