“engineering principles”

Why We Made Our AI Tools Fail Loudly Instead of Returning Your Original Image

A tool that quietly returns your input when the model fails looks like it worked — and wastes your time worse than an error would. The "no silent fallback" rule, and the three real bugs it caught in our own code.