Writing

Recent thinking.

Selected articles and posts from LinkedIn. Strategy, AI, building, and the occasional personal reflection.

Posts

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AI-first orgs need re-engineered processes

When companies need fewer employees while maturing as an AI first org, it's crucial to ensure the staying ones have ownership and freedom to execute — AND make sure the old ways of working are meticulously re-engineered.

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Rebuilding my relationship with numbers

For decades I lived by numbers. Forecasts, goals, simulations. And they were almost always wrong. This is me talking about what happened when I finally got fed up and rebuilt my whole relationship with it.

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How to be in the top 1%

It has never been easier to be in the top 1% game. Make a committed decision to dedicate min. 60 days to learn hands-on 12 hours a day all things AI. Stop doing all sorts of stupid shit and lock in.

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Labour market impacts of AI from Anthropic

You have two choices: set a goal to become really good in any of the blue areas and start immersing deeply with AI — or start developing interest and skills in areas where human touch is the primary thing.

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Software valuations in the next 12-24 months

Many existing companies lose 30-40% of the valuation, if they're lucky. Most will lose 60-80%. New and younger businesses without too heavy legacy are able to navigate and disrupt, claiming market share quickly.

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Company leaders need to understand something

There's a rising group of founders who hands-on build with modern AI tools, engage with peers and audience, and ship faster than most existing companies can even comprehend. Their monthly tooling cost? $200-500 per head.

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$6,000 of value in 2 hours with Claude

I'm heading to a bar after delivering $6,000 worth of value in 2 hours. Admin platform overhaul, unified observability layer, 4 data quality bugs fixed, 95/95 security tests passed. The billable hour is being repriced violently.

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99,250 lines of code in 8 days

99,250 lines of audited production quality code in 8 days with Claude Code. Not too bad for a non-dev? What a time to be a Generalist Maximus!

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I write regularly about AI strategy, building, and the shifts reshaping how companies operate.

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