How do you escape the waterfall trap in Agile frameworks?

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Agile methodologies are supposed to help you deliver value to your customers faster and more frequently, while adapting to changing requirements and feedback. But sometimes, you may find yourself falling into the waterfall trap, where you plan everything upfront, follow rigid processes, and deliver late and over budget. How do you escape this trap and embrace the true spirit of agility?

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