Blog
Notes on AI-native engineering.
Practical writing on forward-deployed engineering, building with AI, MVPs, hiring developers, and technical product delivery.
Guide / 6 min read
Forward-deployed engineering, explained.
What forward-deployed engineering means, when it works, and why embedded engineering pods can beat a traditional dev shop or slow internal hiring.
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What it actually costs to build an app with AI in 2026.
A practical guide to what changes when you build an app with AI in 2026: scope, team size, model costs, speed, risk, and where AI saves or adds work.
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