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The Shadow Twin Threats: When AI and Vibe Coding Go Rogue in Your Network

simonroses.com · published 19 February 2026

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https://lmstudio.ai/

lmstudio.ai

https://ollama.com/

ollama.com

https://simonroses.com/wp-content/uploads/2026/02/shadow-ai-attack-tree-scaled.png

simonroses.com

https://en.wikipedia.org/wiki/Vibe_coding

en.wikipedia.org

https://karpathy.ai/

karpathy.ai

https://www.cursor.com/

cursor.com

https://windsurf.com/

windsurf.com

https://v0.dev/

v0.dev

https://bolt.new/

bolt.new

https://lovable.dev/

lovable.dev

https://simonroses.com/wp-content/uploads/2026/02/shadow-vibe-coding-attack-tree-scaled.png

simonroses.com

https://simonroses.com/wp-content/uploads/2026/02/shadow-twin-convergence-attack-tree-2.png

simonroses.com

https://www.ibm.com/reports/data-breach

ibm.com

https://x.com/SimonRoses

x.com

https://netwrix.com/en/resources/blog/shadow-ai-security-risks/

netwrix.com

https://www.wiz.io/blog/probllama-ollama-vulnerability-cve-2024-37032

wiz.io

https://www.oligo.security/blog/more-models-more-probllms

oligo.security

https://www.forbes.com/sites/janakirammsv/2026/01/13/nvidia-doubles-down-on-enterprise-ai-infrastructure/

forbes.com

https://thenewstack.io/vibe-coding-could-cause-catastrophic-explosions-in-2026/

thenewstack.io

https://cyberunit.com/insights/vibe-coding-saas-shakeup-security-risks/

cyberunit.com

https://www.veracode.com/

veracode.com

https://simonwillison.net/2026/Jan/8/llm-predictions-for-2026/

simonwillison.net