This article details the integration of Docker Model Runner with the NVIDIA DGX Spark, enabling faster and simpler local AI model development. It covers setup, usage, and benefits like data privacy, offline availability, and ease of customization.
Fly.io provides a secure and fast platform for deploying AI workflows and LLM-generated code using ephemeral, kernel-isolated virtual machines (Fly Machines). It offers features like secure sandboxing, fast startup times, a clean slate for each run, a simple API, and support for whole applications, not just code snippets.
DockaShell is an MCP (Model Context Protocol) server that gives AI agents isolated Docker containers to work in. Each agent gets its own persistent environment with shell access, file operations, and full audit trails. It aims to remove limitations of current AI assistants like lack of persistent memory, tool babysitting, limited toolsets, and no self-reflection, enabling self-evolving agents, continuous memory, autonomous exploration, and meta-learning.
This article details significant security vulnerabilities found in the Model Context Protocol (MCP) ecosystem, a standardized interface for AI agents. It outlines six critical attack vectors – OAuth vulnerabilities, command injection, unrestricted network access, file system exposure, tool poisoning, and secret exposure – and explains how Docker MCP Toolkit provides enterprise-grade protection against these threats.
The article discusses Apple Container, a new tool for running Linux containers on macOS, comparing its performance and efficiency to Docker Desktop. It highlights its ease of setup on Silicon Macs, compatibility with Dockerfiles, and potential as a lightweight alternative for home lab enthusiasts.
The article details the author's experience switching from NGINX to Traefik as a reverse proxy for Docker Compose applications, citing scalability and ease of management as key benefits. It explains what a reverse proxy is and highlights Traefik’s automatic configuration and SSL certificate renewal features.
Learn how to get started with Podman, a daemon-less and secure containerization tool that's a great alternative to Docker.
Solomon Hykes, creator of Docker and CEO of Dagger, advocates for containerizing AI agents to manage complexity and enhance reusability. At Sourcegraph’s AI Tools Night, he demonstrated building an AI agent and a cURL clone using Dagger's container-based approach, emphasizing the benefits of standardization and debuggability.
This article provides a cheatsheet on the Infrastructure as Code (IaC) landscape, highlighting the benefits of scalable infrastructure provisioning in terms of availability, scalability, repeatability, and cost-effectiveness. It discusses strategies such as containerization, container orchestration, and tools like Terraform, Kubernetes, and Ansible. The article also introduces GitOps as a method for automating infrastructure updates through Git workflows and CI/CD.
