Production can introduce behaviors that were difficult to predict during development. Continuous monitoring therefore becomes a way to discover new patterns as agents operate in real environments.
iterthink also reflects a broader anticipation that organizations will increasingly use multiple AI systems depending on task requirements, cost considerations, or privacy needs.