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AI Insights
How to Choose a Vibe Coding Rescue Vendor: A CTO's Selection Checklist
Veracode research in 2024 found that 45% of AI-generated code contains security vulnerabilities, and Cloud Security Alliance data shows AI-assisted commits expose secrets at 3.2% versus 1.5% for human-only commits. When choosing a vibe coding rescue vendor, you are choosing who absorbs that liability. On rescue engagements we have run, we treat SOC 2 compliance posture as a precondition and combine SAST/DAST scanning with manual review against the Cloud Security Alliance Secure Vibe Coding Guide checklist before any feature work resumes. Vendors who cannot name slopsquatting, prompt injection surfaces, and broken auth on AI-generated routes without hesitation are optimizing for visible progress at the expense of the structural security problems that created the rescue engagement in the first place.
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