CROSS-CATEGORY: Vibe Coding Hits Three Governance Layers Simultaneously — National Security (NCSC), Enterprise Procurement (Zylo/ChatGPT Most Expensed), and Production Revenue (SaaStr 50%+ Pipeline)

UK National Cyber Security Centre·high signal

In the same week, vibe coding and AI code generation hit critical mass across three independent governance layers: the UK's national cyber agency issued formal security safeguards (NCSC at RSAC), enterprise procurement data shows ChatGPT as the most expensed app with 393% large-enterprise AI spend growth (Zylo), and a production SaaS company reports 50%+ of pipeline and revenue from AI-generated sales operations (SaaStr). When government regulators, enterprise IT, and production builders all move on the same technology in the same week, the adoption curve is no longer a question.