Key Takeaway
AI sprint planning should explicitly allocate capacity for experimentation and infrastructure, because teams that only plan feature work accumulate technical debt that eventually blocks all progress.
When to Use This Template
Use this agenda for bi-weekly sprint planning sessions in AI and ML teams. Traditional sprint planning does not account for experiment-driven work, long-running training jobs, or infrastructure tasks that AI teams require. This template adds those dimensions while maintaining the discipline of time-boxed planning and clear sprint commitments.
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