Lima's second major release introduces support for AI workflows, expanding its functionality beyond containers. New features include plugin support, GPU acceleration for macOS, and tools for securely managing AI agents within a virtual machine. This update aims to improve the safety and usability of AI applications.

This article explores different sandboxing techniques for executing AI code safely. It discusses the limitations of containers, the advantages of gVisor and microVMs, and the importance of policy design to prevent data leaks. The author provides a decision-making framework to choose the right sandbox based on threat models and operational needs.

The 2025 Docker State of Application Development Report reveals key insights from over 4,500 developers, highlighting trends in AI adoption, security as a shared responsibility, and the growing prevalence of non-local development environments. Despite the advancements in tools and culture, developers still encounter friction in their workflows. The report emphasizes the evolving tech stack, with Python surpassing JavaScript in popularity and container usage reaching 92% within the IT sector.