An Tran Solutions
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Notes From the Build

Web engineering, SEO, conversion and AI — the trade-offs that actually move your numbers.

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An Tran Solutions
September 30, 20268 min read

Spec-Driven Development Isn't Documentation. It's a Governance System for AI-Written Code

From vibe coding to spec-driven development: why longer specs won't save you, and a four-layer governance framework (constitution, risk-tiered specs, executable acceptance, control gates) that keeps AI-written code under your control. With data from Veracode, Thoughtworks and Martin Fowler.