10x Productivity: What the Promise Leaves Unaccounted For
Your team’s “10x” AI-accelerated capacity isn’t stable — it fluctuates unpredictably. Is your planning accounting for that?
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Your team’s “10x” AI-accelerated capacity isn’t stable — it fluctuates unpredictably. Is your planning accounting for that?

Are AI coding assistants reducing variation in your team — or just making it invisible? The evidence cycle is younger than you think.

Knowing there’s a better way isn’t enough. What stops teams from changing — even when the cost of staying stuck is obvious?

Why do teams cling to broken processes? A UCL study explains more about software delivery than you might expect.

Two years of agile transformation delivers the structure. Lasting change requires building the capability to keep improving. Here’s the difference.

Momentum Lag occurs when framework adoption is treated as destination rather than foundation, causing productivity gains to erode without continued systematic improvement.

Over the past two weeks, I’ve explored patterns that signal agile transformations have plateaued. Week 1 introduc…

Behavioral lag occurs when organisations adopt new practices but communication patterns don’t evolve, causing both sides to revert to old habits under pressure.

Three patterns explain why agile transformations plateau: behavioral lag, value lag, and momentum lag between adopted practices and business results.

Why we’re heading for another security crisis. And why the way out is not sexy enough to merit decision makers to adopt improvement practices.