Articles

i spend 4-8 hours daily in ai. i publish what i learn here.

5 published. 6 more coming.

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AI Development

Copilot Doesn't Suck. Your Architecture Does.

Most teams blame AI coding tools when the real problem is fragmented multi-repo setups that block AI context. Structure beats prompts every time.

Strategy

The AI Transformation Waves: 2025-2027

AI transformation has predictable waves. NOW: AI-Agents. NEXT: AI-Factories. LATER: AI-Organisations. Companies that start now have structural advantage.

Strategy

Most AI Features Your Competitors Announce Are Fake

90% of competitor AI announcements are marketing. Here's how to spot the 10% that actually matter - and when to respond vs ignore.

Operations

One Person + AI: What's Actually Possible

I run 11 services solo with AI. Here's what actually works, what doesn't, and where humans are still required.

Business

Why I Give Away My Methods

Old consulting hides methods to create dependency. I share everything because the value is in implementation, not information. Here's why that works better.

AI/BI

Data Quality is 80% of AI/BI Work

The hard part of AI/BI isn't the AI - it's getting your data into usable shape. Here's where the time actually goes and how to know if you're ready.

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