Writing

What I've learnt building AI products

Most of it comes from my current work coaching and co-building with clients on AI adoption, translating technical work for non-technical teams. Along the way, I keep noticing patterns worth writing down.

Series

AI Systems Design

6 parts

Part 1 · March 2026 · 6 min read
The Polymath Fallacy
Why trying to build a digital twin of a human expert breaks AI systems.
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Part 2 · March 2026 · 7 min read
Orchestrating the Creative Funnel
Solving the output problem by re-sequencing workflows.
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Part 3 · March 2026 · 7 min read
Reverse-Engineering the Vibe
Why a Golden Example is worth more than a thousand adjectives.
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Part 4 · March 2026 · 8 min read
Beyond the Chat
Building the Knowledge Bridge for production-grade agentic architecture.
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Part 5 · May 2026 · 10 min read
Ninety-Five Kilocalories
What an LLM is willing to invent when you do not give it a place to flag uncertainty.
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Part 6 · May 2026 · 11 min read
The Gravity of Good Sentences
When the golden examples become the problem.
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AI Systems Design

The Polymath Fallacy

Orchestrating the Creative Funnel

Reverse-Engineering the Vibe

Beyond the Chat

Ninety-Five Kilocalories

The Gravity of Good Sentences