London, UK

Building resilient product systems with software and AI.

I am a full-stack software engineer and AI orchestrator with over 10 years of experience shipping scalable digital products across React, Next.js, Node.js, and modern delivery pipelines.

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Current Focus

Engineering foundations for AI-native products and teams.

Platform migrations and architecture for high-growth systems.

Delivery leadership from strategy through production launch.

Writing

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Mar 26, 2026

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We Gave Autocomplete the Keys

We're starting to treat AI like it understands what it's doing, but it doesn't. It's just predicting what comes next, without any real awareness or judgment. The real risk isn't that it makes mistakes, it's that those mistakes look convincing enough for us to trust them.

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