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Software Architecture
3 posts on this topic — practical guidance from Shawn Livermore on fractional CTO, AI, and technology leadership.
Enterprise Vibe Coding: Why Speed Without Governance Breaks at Scale
Individual AI coding assistance is a productivity story. The same capability running across 20 engineers in a shared codebase with security requirements and integration dependencies is a governance problem.
Read post →Vibe Coding Templates: What Your Codebase Leaves Behind
AI-generated code moves fast. The patterns and assumptions it deposits in your codebase stick around much longer. Here is why starter templates exist and what responsible vibe coding looks like in practice.
Read post →Vibe Coding Code Footprints: Why Your Template Is Your First Architecture Decision
AI-generated code accumulates fast. Without the right constraints in place from day one, the codebase becomes unmanageable before the product ships.
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