I design, develop and ship practical AI systems that cut manual work and improve margins. My focus: small, verifiable wins that go live fast, then scale. If you need a developer that knows what to build and why, let's talk.
15 May 2026
AI will not collapse software into one chat box. It will make software personal, letting people build small tools around edge cases too narrow for any product roadmap. The biggest software market may not be the next billion-user app. It may be the billion one-user apps.
10 May 2026
Easy tasks aren't just easy. They train new hires, pace veterans, and keep fundamental skills alive. When AI skims them off, the remaining human work becomes 100% hard cases — and most organisations aren't ready for a workforce that never gets an easy rep.
3 May 2026
Multiple studies show that workers who use AI are judged as lazier, less skilled, and more replaceable — even when their output is identical. This ancient cognitive bias is silently crippling AI adoption by driving the most productive behaviour underground.
27 Apr 2026
AI makes you faster at your job today while quietly degrading your ability to know when the job was done wrong. The more you delegate, the less equipped you are to catch the mistakes that matter.
19 Apr 2026
Humans telegraph uncertainty through hesitation, hedging, and tone. AI delivers hallucinated nonsense with the same polished authority as correct answers. Organisations built to read confidence as competence have no antibodies for this.
15 Apr 2026
AI narrows the performance gap between junior and senior workers. That sounds like progress — until you realise nobody is building the expertise that made senior workers valuable in the first place.
