Build Systems, Not Willpower. Engineering a Life That Holds Under Pressure
Willpower depletes and systems don’t — the same principle that makes good software resilient is the one that carried me through the hardest periods of my life.
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What a Side Project Built at Airports Taught Me About Shipping Before You’re Ready
I’ve been sitting on this one for ages. Every so often someone asks how a tool I once built called Social Opinion got started, or how I ended up in Twitter’s NYC office talking to…
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My Go-Anywhere Dev Setup: Tern, Starlink Mini, and RDP Over Tailscale
I work across multiple locations. Scotland, England, client sites, my campervan, and sometimes Europe. That means I need a setup that travels without compromise. A proper second screen, a decent keyboard, and access to my…
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Agentic AI AI & Generative AI Azure Developer Life & Productivity General Development Generative AI LLM Microsoft
Opening Up Sponsorship on My Blog
Sometimes I get messages asking if I take sponsors. It’s not something I had considered but after some thought, it makes sense. I’m opening up a few sponsorship slots on the blog. A quick bit…
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Microsoft Agent Framework: The Complete Series
Last updated: 28 July 2026 I’ve been building out an AI agent, Iron Mind AI, a personal trainer agent, incrementally using the Microsoft Agent Framework. Each post in this series adds a new capability: function…
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RAG in .NET: The Complete Series
Last updated: 28 July 2026 Retrieval-Augmented Generation is a pattern, not a framework, and the gap between a RAG tutorial and a RAG pipeline that stays healthy in production is substantial. This series covers what…
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Agentic AI AI & Generative AI Anthropic Developer Life & Productivity General Development Microsoft MVP & Career
Microsoft MVP in AI for the 8th Year Running
Microsoft awarded me the Most Valuable Professional Award for the 8th year in a row. The disk was shipped and each year it still means something. I don’t take it for granted. Eight years is…
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AI & Generative AI Developer Life & Productivity MVP & Career Process Improvement Productivity Prototyping
I’ve Seen This Pattern Before. Are You Building for What Comes After Cheap AI Access?
I shut down a SaaS product a few years ago. Not because the idea was wrong, and not because the market wasn’t there. Because the platform underneath it changed ownership, repriced its API overnight, and…
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How to Get the Most Out of Claude Code: Tips From Real-World Use
I’ve been using Claude Code heavily across AI engineering work: RAG pipelines, .NET MCP servers, content automation, agentic workflows. The way I use it now looks nothing like how I started. Most write-ups on Claude…
