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Thinking out loud

Building in Public

AI systems, technical leadership, startup decisions, and founder lessons.

What I learned running an entire business through AI agents

Four things that actually determine whether AI-operated business works — instructions, architecture, system thinking, and where the real bottleneck is.

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You built the product. Now what?

The operations gap every technical founder hits after shipping -- and why 'figure it out later' compounds against you

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How LeanOS emerged from chaos

From fragmented tools to one system -- how building two products solo led to 15 agents, 172 skills, and an AI that operates business

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