Docker Blog
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How to Run Hugging Face Models Programmatically Using Ollama and Testcontainers
Learn how you can programmatically consume and run AI models from Hugging Face with Testcontainers and Ollama.
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Using Generative AI to Create Runnable Markdown
This ongoing GenAI Docker Labs series will explore the exciting space of AI developer tools. At Docker, we believe there is a vast scope to explore, openly and without the hype. We will share our explorations and collaborate with the developer community in real-time. Although developers have adopted autocomplete tooling like GitHub Copilot and use…
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ReadMeAI: An AI-powered README Generator for Developers
This post was written in collaboration with Docker AI/ML Hackathon participants Gitanshu Sankhla and Vijay Barma. In this AI/ML Hackathon post, we’ll share another interesting winning project from last year’s Docker AI/ML Hackathon. This time, we will dive into ReadMeAI, one of the honorable mention winners. For many developers, planning and writing code is the…
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Understanding the Docker USER Instruction
In the world of containerization, security and proper user management are crucial aspects that can significantly affect the stability and security of your applications. The USER instruction in a Dockerfile is a fundamental tool that determines which user will execute commands both during the image build process and when running the container. By default, if…
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How to Measure DevSecOps Success: Key Metrics Explained
DevSecOps involves the integration of security throughout the entire software development and delivery lifecycle, representing a cultural shift where security is a collective responsibility for everyone building software. By embedding security at every stage, organizations can identify and resolve security issues earlier in the development process rather than during or after deployment. Organizations adopting DevSecOps…
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New Beta Feature: Deep Dive into GitHub Actions Docker Builds with Docker Desktop
We’re excited to announce the beta release of a new feature for inspecting GitHub Actions builds directly in Docker Desktop 4.31. Centralized CI/CD environments, such as GitHub Actions, are popular and useful, giving teams a single location to build, test, and verify their deployments. However, remote processes, such as builds in GitHub Actions, often lack…
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LXC vs. Docker: Which One Should You Use?
Explore the key differences between Docker and LXC to determine which containerization technology best suits your project needs.
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Docker Desktop 4.31: Air-Gapped Containers, Accelerated Builds, and Beta Releases of Docker Desktop on Windows on Arm, Compose File Viewer, and GitHub Actions
In this post: Air-gapped containers: Ensuring security and compliance Accelerating Builds in Docker Desktop with Docker Build Cloud Docker Desktop on Windows on Arm (Beta) Compose File Viewer (Beta) Deep Dive into GitHub Actions Docker Builds with Docker Desktop (Beta) Docker Desktop’s latest release continues to empower development teams of every size, providing a secure…
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