Up to 30% of enterprise code is now AI-generated. Microsoft's CTO projects 90% by 2030. But here's the problem: AI coding tools are optimized for speed and functionality, not security. Research shows AI-assisted development introduces roughly 45% more bugs and 40% more security vulnerabilities. And only 13% of AI-generated code is attributed back to a developer.

So who's accountable? And who guards the gates?

In this episode, Michael Fauscette sits down with Nir Valtman, co-founder and CEO of Arnica, to unpack why the speed gains from agentic coding come with hidden security costs, how to move from "vibe coding" to viable coding, and what a mature, secure AI-assisted development workflow actually looks like.

TIMESTAMPS:
00:00 - Introduction
00:43 - Nir Valtman's Journey: From Hacker to Security CEO
03:08 - The SolarWinds Turning Point
06:02 - The Hidden Risk of AI-Generated Code
08:17 - 45% More Bugs, 40% More Vulnerabilities: The Research
09:00 - The Attribution Problem: Only 13% Traced to Developers
10:00 - The Hidden Cost of Faster Code Generation
10:50 - Guiding Coding Agents to Write Secure Code
12:55 - Why Security at the Model Level Is Cost-Prohibitive
15:16 - Arnica's Agentic Rules Enforcer and AI SAST
20:33 - Pipeline-Based vs. Event-Driven Security Scanning
24:00 - From Vibe Coding to Viable Coding
24:57 - The Vision: Autonomous Software Development Done Right
27:40 - Where Humans in the Loop Still Matter
29:55 - What Keeps a Security CEO Up at Night
32:02 - The Cost Challenge of Enterprise-Scale AI Scanning
35:15 - Agents as a Digital Workforce for Development
35:57 - Where CISOs Should Start Right Now
38:23 - Governance by Design Meets AppSec
41:13 - Nir's Recommendation: The Acquired Podcast
42:35 - Wrap-Up

ABOUT THE GUEST:
Nir Valtman is the co-founder and CEO of Arnica, a software supply chain security company. He holds seven patents in software security and has held security leadership roles including CSO at Kabbage and VP of Security at Nostra. Nir brings a hacker's mindset to enterprise application security.

ABOUT DISAMBIGUATION:
AI clarity for business leaders. New episodes every Wednesday.
Host: Michael Fauscette, CEO & Chief Analyst at Arion Research
Author of "Building the Digital Workforce"

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Website: https://www.disambiguationpod.com/
Arion Research: https://www.arionresearch.com/
LinkedIn: https://www.linkedin.com/in/mfauscette/