Insights

Technology leadership, software development, and industry perspectives

The real cost of a fractional CTO vs hiring full-time

The real cost of a fractional CTO vs hiring full-time

What does a fractional CTO actually cost in the UK, and how does it compare to hiring a full-time CTO? A transparent breakdown of salaries, employer on-costs, day rates, and realistic scenarios for seed stage through to growth stage businesses.

When AI helps and when it hinders your development team

When AI helps and when it hinders your development team

AI development productivity is not what the headlines suggest. The METR study found experienced developers were 19% slower with AI, yet believed they were faster. Here is an honest, evidence-based assessment of where AI genuinely accelerates development and where it introduces hidden costs and risk.

Red flags in technical due diligence: what experienced assessors look for

Red flags in technical due diligence: what experienced assessors look for

Every technical due diligence assessment tells a story. The red flags that matter most are rarely the obvious ones - they are the architectural decisions, testing gaps, and deployment risks that compound silently until they become expensive problems. Here is what I look for after 20 years of assessing codebases.

What technical due diligence covers - and why it matters before you invest

What technical due diligence covers - and why it matters before you invest

Technical due diligence evaluates whether the technology behind a product is sound, scalable, and secure before investment. This guide explains what the seven core assessment areas cover, what assessors look for, and how founders can prepare - written for non-technical decision-makers.

Why the model that writes more actually does more

Benchmarks don't tell the full story. After running Claude Code and Codex CLI side by side on real production work, the difference that actually matters in agentic workflows isn't capability — it's output style.

Why your technology costs more than it should

Why your technology costs more than it should

Most businesses overspend on technology without realising it. Over-engineered solutions, wrong architecture choices, technical debt, and vendor lock-in quietly compound into significant waste. Here are the patterns I see most often and what you can do about each one.

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