Blog and notes

Technical, business, and personal writing from the builder side.

This is the home for longer thinking: practical engineering notes, founder lessons, sales system breakdowns, AI workflows, and personal reflections from building in public.

Featured posts

I tested Read.ai, Fireflies and Otter on my real meetings. Only one stayed.

What I learned testing three AI note-takers on real meetings, and why only Read.ai stayed.

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Vibe coding still needs engineering judgment

How to move fast with AI while keeping product scope, architecture, and deployment decisions grounded.

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Lead scoring is a prioritization problem

A practical view of how AI can improve outreach without turning every sales message into noise.

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Build the smallest system that proves the point

Why useful software starts with a painful workflow, a measurable result, and a path to repeatability.

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External writing and updates

LinkedIn articles

Professional updates, business notes, and longer-form posts for operators and founders.

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Video companion content

Many written posts can pair with YouTube videos and TikTok clips so visitors can choose how they learn.

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