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To build anything with local models you need to use them as coding agents.
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I recently resuscitated my old blog that I started back in 2008, which led me to write this very different post for my Substack — hopefully a good mix of fun, nostalgia and sarcasm for my readers.
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I've been writing about local AI all year.
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In my quest to continue testing out local AI models that don't need data centers, I gave them a live A/B test to analyze and see if they can replace me in my daily job
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Sharing my experience from testing local AI models in a practical way, using visual prompts to build something you can see and assess quickly.
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An easy setup guide to help you run a private AI on your own laptop in under 15 mins
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I've enjoyed the ride with Claude & Codex.
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Earlier in the year, I used AI to build me a prompt analyzer app in 20 mins.
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A workflow for building real things (not demos) with AI coding agents
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The victory of solving a hard problem was sweeter when things used to take time.
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Frontier models are extraordinary.
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I analyzed a year of my Claude conversations.
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Most data scientists inherit someone else's pipeline.