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Notes on building software

Practical writing on engineering, AI automation, and product strategy — grounded in how we actually build, not trend pieces.

AI & Automation

September 15, 2026 · 4 min read

AI Automation That Actually Helps: Where AI Agents Create Real Business Value

The best AI systems start with one question: what repetitive workflow is actually slowing your team down? A practical look at where AI agents create real value — and why reliability beats an impressive demo.

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Engineering

September 1, 2026 · 4 min read

Engineering for Scale: What Startups Should Get Right Early

The strongest early products aren't over-engineered — they're built with enough structure to support change. Here's what's worth getting right before scale becomes the problem: clear boundaries, reliable foundations, and an architecture built to evolve.

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Startup & Product Strategy

August 18, 2026 · 4 min read

From Idea to Product: How Startups Can Build the Right MVP

An MVP isn't a smaller, lower-quality version of your product — it's the smallest complete experience that tests whether customers actually want it. Here's how to scope the right one.

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