Blog

Notes on building AI products.

Short writing on taking AI ideas into production: product definition, architecture, and the reliability work that sits between a demo and a customer.

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Published posts

8 September 2026

Natural Language Was Supposed to Replace Code. We're Circling Back.

AI was sold as letting anyone talk to machines in plain English. Productive software work still needs engineering judgment, and the best AI coding workflows look a lot like what code was invented for: precise instructions, rules, and constraints.

  • AI
  • software engineering
  • developer tools

7 September 2026

How I'd Build My First AI Prototype as a Non-Technical Founder

A practical process for non-technical founders: turn a messy idea into an MVP task list, expand each piece with the AI asking clarifying questions, then build and test until it's ready to hand to a real engineer.

  • AI
  • MVP
  • non-technical founders

4 September 2026

What You Should Know Before Building Your First MVP

Before you write a line of code for your first MVP, decide what you're testing, who it's for, and what you're deliberately leaving out. A practical checklist for founders.

  • MVP
  • startup engineering
  • product validation

1 September 2026

How to Build Your App as a Non-Technical Founder

A practical guide for non-technical founders on how to build an app without becoming a developer — what you can own, what to outsource, and where AI actually helps.

  • non-technical founders
  • app development
  • startup