Agentic design patterns that survive production: router, planner, reflection, approvals
Most agent demos are one big loop around a model. In production we replaced ours with four explicit patterns: a router, a planner with a fixed step budget, a bounded reflection pass and an approval gate for side effects. Here is how each works and where it fails.