Executive Summary
An article explains how CISOs can audit AI-driven software development, covering developer practices, AI tool governance and risk detection.
What Happened
As AI-generated code becomes commonplace, CISOs need new audit strategies to measure developer practices, govern AI tool usage, and identify software risks before they reach production. The post How to Conduct a Successful Audit of AI-Driven Software Development appeared first on SecurityWeek .
Vulnerability / Attack Technique
AI-generated code governance
Technical Mechanism
Guidance.
AI Security Category
LLM03:2025 Supply Chain
Part of the AI Supply Chain and AI SBOM topic.
Relevant Frameworks
RealGround Analysis
Audits should cover which AI tools write code.
Recommended Controls
- Govern approved AI coding tools
Related RealGround Service
AI Security Readiness Assessment · or start with the free AI Agent Security Scanner.
Sources
securityweek.com: https://www.securityweek.com/how-to-conduct-a-successful-audit-of-ai-driven-software-development/
Summary and analysis written by RealGround from the source above; last updated 2026-10-18.