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An agentic loop is the gather-act-verify cycle behind AI coding agents. See how it works, a real coding example, and when you should not use one.

Introduction # Context engineering represents a transformative approach to designing intelligent systems that understand, adapt to, and respond based on contextual information. In an increasingly connected world where applications must serve diverse users across varying situations, context engineering has emerged as a critical discipline that bridges the gap between static systems and truly intelligent, adaptive solutions.