Docker

Agents access real data and take real actions. A chatbot that browses a catalog is harmless. An agent that cancels orders, issues refunds, and queries inventory across warehouses is not. Without proper auth, any user could view any order or access admin tools. And none of the security work matters if a new developer cannot clone the repo and run the system.

Docker has introduced comprehensive MCP (Model Context Protocol) tooling that enables organizations to build custom catalogs with complete control over AI tool access. With over 220+ containerized MCP servers available and the ability to create private catalogs, enterprises can now deploy AI tooling with appropriate security guardrails.

In the rapidly evolving landscape of artificial intelligence, development teams face significant challenges when integrating multiple AI models into their workflows. The proliferation of different providers, APIs, and pricing models creates complexity that can slow down innovation and increase technical debt. This article explores a powerful solution: a Docker-based setup combining LiteLLM proxy with Open WebUI that streamlines AI development and provides substantial benefits for teams of all sizes.

Introduction # When setting up a new application, especially in development and testing environments, having a consistent and repeatable process for initializing your database with essential data is crucial. This article explores how the Contact Management Application uses Docker Compose and SQL scripts to automate the seeding process, ensuring that every instance of the application starts with the necessary baseline data.

Introduction # Docker has revolutionized application deployment by enabling consistent environments across development, testing, and production. In Clean Architecture, containerization aligns perfectly with the separation of concerns principle, allowing each layer to be independently developed and deployed. This article explores how to Dockerize the Contact Management Application’s .NET Core API and MS SQL Server database.

Introduction # Docker Hub is a cloud-based repository service for container images, allowing developers to store, share, and manage their Docker images. This article provides a step-by-step guide to building Docker images and pushing them to Docker Hub, making your containerized applications accessible to your team or the wider community.

Introduction # Automating Docker image builds and deployments can significantly improve development workflows. This article demonstrates how to use GitHub Actions to automatically build and push Docker images to Docker Hub whenever changes are committed to your repository, saving time and ensuring consistent builds across your team.