Scrum Masters and Cynefin – when the team needs expertise

This is the second post in a short series exploring the Scrum Master role through the four main Cynefin domains:

  • clear
  • complicated
  • complex
  • chaotic.

The first post looked at the clear domain, where simple rules, checklists and repeatable practice can help.

This post looks at the complicated domain.

What is the complicated domain?

Hand-drawn Cynefin framework diagram showing four domains around a central area of confusion: complex, complicated, chaotic and clear, with each domain labelled with its constraint type, response pattern and practice type.
A line drawing of the four regions of the Cynefin framework: Clear, Complicated, Complex, and Chaotic, plus the central unknown area Confusion. (Source: Wikipedia)

In the complicated domain, the work is not obvious, but it is still knowable.

There may be more than one right answer. The team may need analysis, diagnosis or specialist input before deciding what to do.

This is the world of expertise.

Continue reading Scrum Masters and Cynefin – when the team needs expertise

Why metrics distort reality in complex systems

Scrum and Agile teams are often encouraged to measure their work.

Velocity, throughput, cycle time, burndown charts and delivery forecasts can all offer useful signals.

They can show patterns, reveal bottlenecks and help teams ask better questions.

But most Agile work happens in complex environments, where outcomes emerge, context shifts and people respond to the system around them.

In that kind of setting, metrics do not simply describe reality. They also shape behaviour.

That is where trouble starts.

Continue reading Why metrics distort reality in complex systems