ITPUB

May 29, 2025 · Artificial Intelligence

How Claude Opus 4 Solved a Four‑Year ‘White Whale’ Bug and Cut Debugging Time by 1,000×

A veteran staff engineer spent years chasing a hidden GPU‑triggered shader bug until Claude Opus 4’s global code‑analysis and architecture‑diff capabilities pinpointed the flaw, slashing debugging effort from hundreds of hours to a few, while reshaping how developers collaborate with AI.