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04/07/2026

18 min read

Can an AI Pentest Replace Human Pentesters?

As companies adopt agents, the number of teams running them grows quickly. Platform teams need to give everyone access without losing control. Codexa's multitenancy model was built for exactly that.


Organisations, teams and projects


An organisation contains teams, and teams contain projects. Each level can have its own members, roles, quotas and billing. Sandboxes, Volumes and secrets always belong to a single project and are invisible outside it.


One interface for admins


Admins get a unified dashboard showing usage, cost and activity across every team. From there they can set organisation-wide policies, like allowed regions or mandatory single sign-on, that apply everywhere.


Granular control through quotas


  • Concurrent sandbox limits per team

  • GPU hour budgets per project

  • Region and network policies per organisation


We onboarded nine product teams in a month without a single support ticket about access. — Priya Nandakumar, Head of Platform at Northfield Robotics

Multitenancy features are included on Enterprise plans. Contact sales to set up your organisation.

Table of contents

Key takeaways

What is manual penetration testing?

What is AI pentesting?

AI vs. manual pentesting example

Authors

Lauren Volpi

Marketing

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Build, test, & deploy in minutes. Scale your agents instantly, with built-in memory and tooling.

Codexa

The knowledge platform built for agents, AI infrastructure that developers love

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© 2025 Floxgrid. All Right Reserved

Codexa

The knowledge platform built for agents, AI infrastructure that developers love

socaol Icon
socaol Icon
socaol Icon
socaol Icon

© 2025 Floxgrid. All Right Reserved

Codexa

The knowledge platform built for agents, AI infrastructure that developers love

socaol Icon
socaol Icon
socaol Icon
socaol Icon

© 2025 Floxgrid. All Right Reserved

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