Generative AI

AIW01 AI Without Fear: Secure Code Execution for LLMs in Azure Container Apps

11/19/2025

8:00am - 9:15am

Level: Intermediate to Advanced

Carey Payette

Senior Software Engineer

Trillium Innovations

In the rapidly evolving landscape of Artificial Intelligence, the ability to execute code securely in a performant way is paramount. This presentation introduces Azure Container Apps dynamic sessions as a robust solution for running code within an AI system. By leveraging isolated, sandboxed environments, the system can confidently execute potentially untrusted code, including user-provided scripts or code generated by Large Language Models (LLMs) while mitigating risks and ensuring the integrity of the system. This session will equip you with the knowledge to confidently integrate secure code execution into your AI solutions, minimizing vulnerabilities and maximizing trust.

You will learn:

  • About cutting Edge AI
  • How Azure Container Apps dynamic sessions provide a secure, isolated environment for executing code within AI applications, mitigating risks associated with untrusted code
  • To differentiate between code interpreter sessions and custom container sessions, and identify appropriate use cases for each