"Aardvark targets the code-review bottleneck and rising risks of agentic coding. However, CTOs should see it as a mandate to modernise the SDLC as without human oversight it will amplify, not reduce, risk."
Introducing Aardvark: OpenAI’s agentic security researcher
Source Summary
Aardvark is an agentic security researcher powered by GPT-5 that analyzes code repositories to identify and help patch vulnerabilities using advanced techniques like threat modeling and commit scanning. It has been tested internally and with partners, achieving high recall on benchmark repositories and responsibly disclosing issues in open-source projects. A private beta is available for select partners.
Themes
Topics
_Related thinking
_Related thinking
_Related thinking
_Related thinking
_Explore our themes
_Explore our themes
_Explore our themes
_Explore our themes
Let’s put AI to work.
Copyright © 2026 Valliance. All rights reserved.
Let’s put AI to work.
Copyright © 2026 Valliance. All rights reserved.
Let’s put AI to work.
Copyright © 2026 Valliance. All rights reserved.
Let’s put AI to work.
Copyright © 2026 Valliance. All rights reserved.

















