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.

Leash encapsulates AI coding agents in containers, enforcing user-defined policies with Cedar. It facilitates monitoring of filesystem access and network connections, allowing for a controlled environment tailored to specific projects. Users can easily configure and extend the setup through various methods and settings.

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.

Accelerate AI innovation by leveraging Google Kubernetes Engine (GKE) to effectively manage containers, enhancing performance while reducing operational complexities. The guide emphasizes optimizing costs and scalability, enabling technology leaders to overcome challenges in AI deployment and achieve significant returns on investment.

AWS has introduced specialized Model Context Protocol (MCP) servers for Amazon ECS, EKS, and AWS Serverless, enhancing AI-assisted development by providing real-time contextual responses and service-specific guidance. These open-source solutions streamline application development, enabling faster deployments and more accurate interactions with AWS services through natural language commands. The MCP servers aid in managing deployments, troubleshooting, and leveraging the latest AWS features effectively.

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.