Why it matters
AI Engineer session on The New Application Layer - Malte Ubl, CTO Vercel. It adds practical context for how teams are building and operating AI systems in production.
My takeaway: Useful for AI engineering because it connects model behavior to developer workflow, prompting patterns, and application architecture.