In this episode, Ricardo questions whether Agile is still sufficient in the face of the speed of artificial intelligence. Created in 2001, the Agile Manifesto introduced short iterations and continuous learning to address the unpredictability of software development. However, today, tools become obsolete in days, raising questions about the relevance of 2- to 4-week cycles or a quarterly backlog. Vargas doesn't criticize Agile—on the contrary, he recognizes its essential role for organizations in dealing with volatility. The point is to reflect on how to apply it intelligently in the face of the rapidity of AI: smaller microcycles? More discipline? An "Agile 2.0" that includes governance, ethics, and social responsibility? The challenge is adapting to the current intensity of change.