4. The Failure Mode Argument

This is the most persuasive argument for skeptics, because it does not ask anyone to believe the new framework is better. It asks them to see that the current system is actively creating problems.

Scrum's ceremonies were designed to coordinate human implementation work. When AI joins the team and the team's output capacity multiplies, those ceremonies do not just become less useful. They actively produce dysfunction.

Sprint planning becomes misaligned when the team operates at two speeds: AI-executed work that completes in hours and human-implemented work that takes days. The timebox, designed to contain human implementation uncertainty, becomes an artificial constraint that neither matches the speed of AI execution nor provides meaningful protection for human work.

Standups lose their purpose when the work to coordinate is increasingly about specification quality and decision pipeline health rather than individual implementation progress. The format was designed for tracking who is doing what. In a spec-driven world, the question is not who is doing what but whether the system is flowing.

Sprint reviews create false cadence when features can ship daily but are held for a biweekly demo. Retrospectives miss the new failure modes when they focus on team dynamics rather than the human-AI collaboration patterns that now dominate delivery outcomes.

Dandori is not proposing change for novelty. It is proposing change because the current coordination model was built for a different team composition and a different production model. When the team changes and the production model changes, the coordination model must change too.