Entropix creator xjdr and researcher Ashwinee Panda call for multi-way, semantic diffing tools to audit complex codebases

Story Brief

They argue traditional line-by-line single-file diffs are no longer sufficient

Commentary on X

Highest ranked

@Leik0w0 @_xjdr @altryne i think video analogous would be almost always great (as in slideshow). but if you increase the frame rate too much there's information loss

paul@asselinpaulTECH

View all

xjdr@_xjdrTECH

@altryne yes, but its getting harder. better diff viewing tools and systems are needed (and more than just looking at single file diffs, i mean multi-way diffs per project)

Ashwinee Panda @ICML2026