Vibe Coding & AI Coding Assistants: Who Secures AI-Generated Code?

Feb 12, 2026

84% of developers are using or planning to use AI tools in their workflow (Stack Overflow, 2025). AI coding assistants like Codex, GitHub Copilot, and CodeWhisperer are changing how we build software.

But here’s the real question: Who secures AI-generated code?

In this video, we break down:

00:00 The rise of AI-generated code

00:15 Introduction to Vibe Coding

00:36 Understanding Vibe Coding

01:03 Security risks of Vibe Coding

02:18 The importance of security in AI coding

02:34 Establishing new guardrails for security

03:22 Cultural shifts in AI coding security

04:22 Practical steps for safe AI coding

05:13 The balance of speed and security

If you’re using AI to write code, you need:

  • Security literacy
  • Review and approval processes
  • Static analysis & dependency scanning
  • Runtime monitoring and governance
  • Clear ownership and accountability

AI-generated code is still code. It must be reviewed, validated, and monitored.

The future isn’t about choosing between speed and security — it’s about building new guardrails that let you have both.

Read more here: https://thenewstack.io/vibe-coding-when-ai-writes-the-code-who-secures-it/

What part of your stack would you let AI generate — and what would you never let it touch without review?

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