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TL, DR: AI Interview Analysis When you step into a new role as Scrum Master or agile coach for a team under pressure, you’re immediately confronted with a challenging reality: you need to understand the complex dynamics at play but…
TL; DR: Optimus Alpha Creates Useful Retrospective Format In this experiment, OpenAI’s new stealthy LLM Optimus Alpha demonstrated exceptional performance in team data analysis, quickly identifying key patterns in complex agile metrics and synthesizing insights about technical debt, value creation,…
TL; DR: Dr. Lynn Kelley, Peter Merel, and Jurgen Appelo speaking at Hands-on Agile 2025 The first videos of Hands-On Agile 2025 sessions are in, and you don’t want to miss them: Dr. Lynn Kelley reveals her “Change Questions” framework…
TL;DR: A Harvard Study of Procter & Gamble Shows the Way Recent research shows AI isn’t just another tool—it’s a “cybernetic teammate” that enhances agile work. A Harvard Business School study of 776 professionals found individuals using AI matched the…
TL; DR: Vibe Coding Vibe coding — using natural language to generate code through AI — represents a significant evolution in software development. It accelerates feedback cycles and democratizes programming but raises concerns about maintainability, security, and technical debt. Learn…
TL; DR: Bridging Agile and AI with Proper Prompt Engineering Agile teams have always sought ways to work smarter without compromising their principles. Many have begun experimenting with new technologies, frameworks, or practices to enhance their way of working. Still,…
TL;DR: The Alignment-to-Value Pipeline Effective product development requires both strategic alignment and healthy Product Backlog management. Misalignment leads to backlog bloat, trust erosion, and building the wrong products. By implementing proper alignment tools, separating discovery from delivery, and maintaining appropriate…
TL; DR: AI in Agile Product Teams I have been interested in how artificial intelligence as an emerging technology may shape our work since the advent of ChatGPT; see my various articles on the topic. As you may imagine, when…
TL; DR: The Slides of Hands-on Agile 2025 If you weren’t at the virtual Hands-on Agile 2025 conference earlier this month, you missed an incredible opportunity to explore the shift from concept-based to context-based agility with nearly 800 fellow agilists.…
TL; DR: Psychological Safety as a Competitive Edge Psychological safety isn’t about fluffy “niceness”—it is the foundation of agile teams that innovate, adapt, and deliver. When teams fearlessly debate ideas, admit mistakes, challenge norms, and find ways to make progress,…



