Knowing a risk exists isn’t enough; action is required to prevent costly failures.
Writing
Reflections on technology, data, and delivery decision-making
Welcome to my writing.
These pieces capture how I think about complex technology and data programmes in practice. They are not case studies or delivery summaries, but reflections on the decisions, trade-offs, and constraints that shape outcomes over time.
I write about situations I have encountered repeatedly across large and small programmes: moments of ambiguity, pressure, and imperfect information, where judgement matters more than process. The focus is on reasoning, not retrospection, and on understanding why certain decisions were reasonable when they were made, even when their costs emerged later.
The articles are selective and intentionally evergreen. They are grounded in engineering and delivery experience, and written for people responsible for making and living with consequential decisions. This is not motivational content or generic advice, but an attempt to make complex delivery dynamics clearer and more discussable.
- Knowledge Without Action
- The cost of clarity arrives late
Most costly technical decisions are reasonable when they are made. The real cost often appears much later, once context, scale, and ownership have changed.
- Ambiguity and Trade-Offs
Insights into handling uncertainty and trade-offs in complex technology programmes.
- Bridging Technical and Organisational Reality
Lessons on preventing silos and ensuring technical solutions fit organisational realities.
- What a Broken POC Taught Me About Data Platform Encapsulation
Even in a POC, assumptions about upstream stability are risky; encapsulation protects learning velocity.
- Why Managing Data Projects Requires Engineering Judgement
Reflections on why engineering judgement is crucial for data platform delivery, beyond standard project management.
- First-Principles Delivery
A perspective on delivery grounded in engineering judgement rather than process.