Concept  ·  Glossary

Vibe coding

A style of software development where a programmer describes what they want in plain language and an AI agent writes, runs, and iterates on the code largely autonomously — the human steers by feel rather than writing every line. The UK's NCSC has published a risk framework specifically addressing the security governance of this practice.
Code produced without careful human review can contain security flaws, exposed secrets, or logic errors at scale; organisations need clear oversight policies to govern how much autonomy AI coding agents are granted based on how critical or public-facing the resulting software is.
References
NCSC: The Vibe Coding Spectrum — Risk-Calibrated Oversight for AI-Assisted Software Development
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