AI is transforming software engineering at unprecedented speed. But while AI agents can accelerate delivery, they also increase cognitive load, organisational complexity, and the need for strong socio-technical systems. Here’s why Team Topologies still matters in the AI era. …
AI is changing software engineering at extraordinary speed. Code generation, agentic workflows, autonomous testing, and
AI is transforming how software is built. But there’s a less obvious — and more
Artificial intelligence is dramatically accelerating the way we build software. Teams can now prototype ideas
Why Clarity of Purpose Matters More Than Ever Something shifted in late 2025. AI adoption
There’s no shortage of opinion about AI in software engineering right now.Depending on who you
McKinsey published a framework for measuring developer productivity. Dan North, who we know and respect,
In early 2021, the idea that would eventually become The Value Flywheel Effect was little
In the world of digital media, few organisations face the scale, complexity, and public expectations
Mapping emerging value in engineering teams: In Chapter 19 of The Value Flywheel Effect, Dave
