Playbooks

Repeatable approaches shaped by experience, not theory

Working together

Over time, certain decisions stop being situational and start becoming patterns.

These playbooks are not rigid frameworks or step-by-step recipes. They are mental models I’ve refined while building platforms, AI systems, and collaboration products under real constraints of scale, cost, and organisational complexity.