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AI Development
2 posts on this topic — practical guidance from Shawn Livermore on fractional CTO, AI, and technology leadership.
The Vibe Coding Code Footprint: Why Your Starter Template Is a Governance Decision
How you start a vibe coding session shapes every line that follows. The starter template is not a convenience — it is the governance boundary that determines whether the code is reviewable, extensible, and safe.
Read post →Enterprise Vibe Coding Has a Security Problem That Governance Can Fix
65% of vibe-coded production applications contain security vulnerabilities. In enterprise environments, where integrations are deeper and compliance requirements are real, that number represents material risk. The fix is structural.
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