Notes from testing ideas in the real world.

Business models, AI systems, and what survives contact with reality.

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Hi, I’m Matthew.

I write actionable advice on how to start and grow one-person businesses.

Over the past 10-years I developed expertise in using entrepreneurial frameworks; including lean startup, customer development, design thinking, and testing business ideas; to launch and grow tech startups. In seeing how these techniques maximize the rate of learning and ultimately build a better businesses faster, I have begun to simplify the content into actionable steps for one-person businesses