ai-generated-code
Safeguard articles tagged "ai-generated-code" — guides, analysis, and best practices for software supply chain and application security.
21 articles
The Confidence Gap: Why Developers Trust AI Code More Tha...
Studies show developers trust AI-generated code more than human code, even though it's often less secure. Here's what's driving the AI code trust gap.
How 'Vibe Coding' Culture Is Reshaping Application Securi...
AI-assisted "vibe coding" is reshaping how much code ships and how little of it gets truly reviewed. Here's what the data shows and how AppSec teams should respond.
Do Code Review Practices Need to Change When Half the Cod...
AI now writes up to half of production code. Here is why traditional code review breaks down on AI output, and what teams need to change.
The Missing Guardrails: Why So Few Teams Scan AI Suggesti...
AI writes most new code, but few CI pipelines scan it before merge. Here's why the AI code scanning adoption gap exists — and what closes it.
Common Insecure Suggestions in SQL and Auth Code from AI ...
Across studies from Stanford to BaxBench, AI assistants keep suggesting string-concatenated SQL and hardcoded JWT secrets. Here is the pattern, by the numbers.
The Generational Divide in Attitudes Toward AI-Assisted C...
Younger developers trust AI-generated code far more than senior engineers do. That gap decides who reviews a PR before a vulnerability ships — and it's already showing up in real breaches.
Are AI Coding Assistant Vendors Ready to Own Their Securi...
AI coding assistants ship indemnification for copyright suits, not for the vulnerabilities they introduce. Here's the liability gap enterprises need to understand.
AI Trust Report: developer sentiment on AI-generated code
Safeguard's 2026 AI Trust Report surveyed 1,412 developers and finds 91% use AI coding tools weekly, but only 34% trust the code it produces.
Risks of AI-Generated Code
AI coding assistants now write nearly half of some codebases—and research shows 45% of that code ships with exploitable flaws. Here's what security teams need to know.
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