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Anti-Fragile Leadership Through Organisational Chaos Engineering

· 8 min read
Dave Hulbert
Builder and maintainer of Wardley Leadership Strategies

In the last post, we explored the concept of autonomously executed strategy, where AI agents can trigger strategic plays directly from a living map. But how do we ensure that these autonomous systems are resilient and that the organisation can withstand the inevitable shocks and surprises of a complex world?

Anti-fragile organisations—systems that become stronger under stress—do not merely survive shocks; they metabolise them into sharper judgement and faster adaptation. Chaos engineering, born in distributed computing, now offers leadership a disciplined way to inject volatility across sociotechnical systems and build muscles that thrive under disorder. Applied well, it turns AI-augmented enterprises into learning organisms rather than brittle automation wrappers. It is the counterweight to the empowerment described in the age of diffused agency; when individuals wield autonomous leverage, leaders need rehearsed stressors that keep collective governance intact.

How this post fits the series

  • Pressure-tests the autonomous plays described previously, ensuring execution gains don't introduce brittleness.
  • Prepares readers for positioning and readiness, where stress-tested systems choose where to stand and how to move.
  • Reinforces the cultural themes of age of diffused agency by showing how guardrails protect empowered teams.

From Resilience to Anti-Fragility in Wardley Terms

Resilience is about bouncing back to a previous state. Anti-fragility is about learning and getting stronger. On a Wardley Map, this means shifting focus from preserving existing high-utility components to accelerating the evolution of components into more industrialised forms. It also means elevating human judgement and ethics as the focus of investment.