Ajeet Singh Raina | Docker

Secure, minimal container images for every team, free with enterprise features, if needed.
An AI code review agent invented a CVE and recommended dangerous fixes. Learn how Docker Sandboxes contain agents and why their output needs verification.
Learn how AI coding agents can run attacker code through commands you already approved and how Docker Sandboxes limit what an attack can reach.
Learn how AI coding agents can expose credentials in supply chain attacks and how Docker Sandboxes keep secrets out of an agent’s reach.
Learn how an AI coding agent caused a 13-hour outage and how Docker Sandboxes help reduce risk with scoped identities and isolated execution.
See how one AI-generated rm -rf ~/ command wiped a developer’s Mac and how Docker Sandboxes help contain destructive AI agent failures.
Explore real AI coding agent security failures, from database wipes to secrets leakage, and learn how Docker Sandboxes reduce the blast radius.
Learn how Docker Hardened Images help run ClickHouse in production by reducing CVEs and improving container security without changing your workflow.
Learn how to scan Hugging Face Spaces for Arm64 readiness using Docker MCP Toolkit and Arm MCP Server in minutes.
See how Medplum cut CVE noise and strengthened HIPAA/SOC 2 compliance using Docker Hardened Images—non-root by default, minimal code changes.
Deploy SurrealDB in Docker Desktop with its extension, then build a WhatsApp RAG chatbot using vectors, graphs, and real-time queries all in one database.
Use Docker MCP Toolkit with GitHub Copilot in VS Code to automate x86→ARM64 migration: scan code, convert intrinsics, update Dockerfiles, and PR changes fast.
Learn how to add MCP servers to ChatGPT by connecting to the Docker MCP Toolkit and see it in action with a real-world demo.
Turn Compose files into Kubernetes and multi-cloud designs you can deploy and operate in Docker Desktop—visualize, test, and debug in one UI.
How tool poisoning turns WhatsApp into a data exfiltration channel, and how Docker MCP Gateway blocks it with validation, network isolation, and audit logging.
Learn how to set up Claude Desktop with Docker MCP Toolkit to connect MCP servers securely and easily.
Learn how to connect Gemini CLI to MCP servers with Docker MCP Toolkit in this step-by-step example using the GitHub MCP server.
Learn how to add and configure MCP servers for Claude Code using Docker MCP Toolkit.
Open Source Genius built a local, secure file automation agent with Docker MCP Toolkit + Claude Desktop—set up in under 1 hour, saving ~2 hours/week.
Learn how CVE-2025-49596 has turned MCP Inspector into a weapon of mass developer environment compromise in this edition of MCP Horror Stories.
Attackers can exploit GitHub issues to hijack AI assistants and exfiltrate private data. Discover how Docker’s OAuth safeguards against cross-repository data theft.
Learn about a critical OAuth vulnerability in mcp-remote that led to credential compromise and remote code execution across AI development environments.
Learn about critical MCP security issues, their real-world horror stories, and how to best mitigate these rising vulnerabilities.
Learn how to make an AI chatbot from scratch and run it locally with Docker Model Runner.
Learn how TensorFlow.js can be used with Docker to run AI/ML in a web browser, using a real-world example of a Snake AI game.
Learn about the LoLLM Messenger project — a winner of the AI/ML Hackathon — which allows you to send iMessages to GenAI models running directly on your computer.
The ReadMeAI tool allows users to upload a code file and describe their project. The tool generates documentation in Markdown code for immediate preview and editing.
We dive into a winning Docker AI/ML Hackathon submission, Code Explorer, which might spark project ideas for you.
With MindsDB, you can build AI-powered applications easily, even with no AI/ML experience. Follow along to learn how to set up MindsDB in Docker Desktop.
We show how to integrate Alfresco, a robust document management system, with the GenAI Stack to open up document analysis, description, and classification possibilities.
Get started with Signal0ne, a Docker Desktop extension that scans Docker containers’ state and logs in search of problems, analyzes the discovered issues, and outputs insights to help developers debug.
Dive into a video transcription and chat project that leverages the GenAI Stack, along with seamless integration provided by Docker, to streamline video content processing and understanding.
Learn how to compose an open source foundational model into a streamlined image transformation pipeline with OctoAI and Docker.
We show to use the Hugging Face hosted AI/ML Llama model in a Docker context, which makes it easier to deploy advanced language models for a variety of applications.
JupyterLab is a web-based interactive development environment (IDE) that allows users to create and share documents that contain live code, equations, visualizations, and narrative text. It is the latest evolution of the popular Jupyter Notebook and offers several advantages over its predecessor. We provide an overview the JupyterLab architecture and explain how to start using JupyterLab as a Docker extension.
Learn how running Microcks as a Docker extension enables developers to swiftly create, test, and iterate on APIs without leaving the Docker environment.
We explore the concept of using pretrained models with TensorFlow.js and Docker and delve into the potential applications and benefits offered.
Learn how using Memgraph as a Docker Extension offers a powerful and efficient way to leverage real-time analytics from a graph database.
We show how to use Docker Desktop to containerize JupyterLab 4.0 and evaluate its features without affecting your existing environment.
We walk through building and deploying a conversational AI chatbot using Rasa and Docker, highlighting the importance of containerization for scalability, consistency, and simplified managemen