Vibe coding
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AI-generated code Checking and trusting it
The NCSC Says Different Code Deserves Different Levels of Oversight in AI-Assisted Software Development
In a blog post published on June 18, 2026, the UK's National Cyber Security Centre said that letting AI loose on a code base with minimal oversight carries "a real risk" of security vulnerabilities, and that the oversight should match what is being built: less for a prototype, more for authentication, sensitive data, secrets and safety critical code.
