· Insights
From AI Theater to Unreasonable Agility
AI coding made engineering much faster, so the bottleneck moved. Why AI theater, token-usage metrics, and defensive R&D block real agility.
Tag: for-technology-leaders
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Find The Business Problem Before The AI Agent
AI work pays off when it starts from a real business constraint, not a tool wishlist. Run a small test and check the problem is worth solving.
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Finding AI Gold With Lean Startup Techniques
Most AI efforts start with tools and demos. Better to use product discovery to aim AI at a real business constraint and test the riskiest assumption first.
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Do You Still Need Scaling Frameworks With AI?
AI speeds up delivery and thins out team-level dependencies. Scaling framework mechanics become optional; flow and WIP first principles matter more.
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Zoetis CTO on AI Operating-Model Change
Most AI efforts are still stuck in personal productivity. Zoetis CTO Kumar Venugopal on what it takes for AI to change the process itself.
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AI and the Operating System Mismatch — Dave West
A conversation with Dave West at Scrum.org about the 95% AI failure rate and why organizations need a different management operating system for AI work.