
The AI-Powered Sprint
How to Use AI for Faster Planning, Smarter Standups, and Better Retrospectives
By Shane Larson
About This Book
Agile was supposed to make your team faster. Somewhere along the way, it became a meeting schedule.
Sprint planning drags on for hours while the actual work waits. Standups turn into status theater where everyone recites what they did yesterday to an audience that's already checked out. Retrospectives surface the same complaints sprint after sprint, produce a list of action items, and change nothing. The ceremonies that were designed to accelerate delivery have become the thing slowing it down.
The AI-Powered Sprint is a practical guide to fixing that — not by abandoning agile, but by using AI to handle the work that doesn't require human judgment, so your team can focus on the decisions that do.
What you'll learn:
- How to write better user stories in minutes instead of hours
- The async standup system that cuts meeting time in half without losing the coordination standup was supposed to provide
- AI-assisted estimation that makes sprint planning faster and more accurate
- Retrospective analysis that identifies patterns across sprints that humans consistently miss
- Documentation that generates itself from the work rather than becoming a separate task after the fact
- Techniques that work with ChatGPT, Claude, or any AI tool your team already uses
Every chapter includes ready-to-use prompts and templates. Copy them, customize them for your team's context, and see results in your next sprint — not after a lengthy implementation process.
This isn't about replacing human judgment with algorithms. Planning, prioritization, and the hard conversations about what the team can actually deliver still require people in the room. This is about eliminating the prep work, the documentation burden, and the analysis that was eating your team's time without adding value.
Your sprints don't have to drain your team. Start running them smarter.
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