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Ajeet Singh Raina
How to Run OpenAI's New GPT-OSS Models using Docker Offload

How to Run OpenAI's New GPT-OSS Models using Docker Offload

Ready to revolutionize your AI workflow? Start your GPT-OSS journey today and join the open AI revolution.

By Ajeet Singh Raina 09 Aug 2025
Build, Deploy, and Scale AI Agent systems using Docker MCP Gateway and Python

Build, Deploy, and Scale AI Agent systems using Docker MCP Gateway and Python

A comprehensive guide to deploying scalable, secure AI agent orchestration using Docker MCP Gateway and Python FastAPI

By Ajeet Singh Raina 04 Aug 2025
Setting Up Docker MCP Toolkit with LM Studio: A Complete Technical Guide

Setting Up Docker MCP Toolkit with LM Studio: A Complete Technical Guide

Transform your local AI into a powerhouse with 176+ tools! Learn how to integrate Docker MCP Toolkit with LM Studio 0.3.17 for web search, GitHub operations, database management, and web scraping - all running locally with complete privacy. Complete setup guide with real troubleshooting tips. 🤖🔧

By Ajeet Singh Raina 03 Aug 2025
Running Hugging Face Transformers with GPU Acceleration Using Docker Offload

Running Hugging Face Transformers with GPU Acceleration Using Docker Offload

Stop letting local machine constraints limit your AI ambitions. Docker Offload brings NVIDIA L4 GPUs with 23GB of memory to your fingertips—no hardware investment, no cloud complexity, just familiar Docker commands with unlimited compute power

By Ajeet Singh Raina 03 Aug 2025
Stop Wasting Hours Brainstorming Hackathon Ideas: This AI Agent Finds Your Perfect Project in Minutes

Stop Wasting Hours Brainstorming Hackathon Ideas: This AI Agent Finds Your Perfect Project in Minutes

Ever stared at a blank screen during hackathon registration, wondering "What should I build?" while watching everyone else confidently submit their ideas? You're not alone.

By Ajeet Singh Raina 28 Jul 2025
How to Write Your First Agentic Compose File

How to Write Your First Agentic Compose File

Master Agentic Compose: The complete guide to Docker's new AI-native syntax. Learn models as first-class citizens, MCP Gateway patterns, secrets management, Docker Offload scaling, and advanced multi-agent architectures. Includes full working examples.

By Ajeet Singh Raina 21 Jul 2025
How to Scale AI Agents from Prototype to Production using Docker MCP Gateway and Docker Offload

How to Scale AI Agents from Prototype to Production using Docker MCP Gateway and Docker Offload

From laptop to production in one command: Docker MCP Gateway + Docker Offload lets you test AI agents locally with 8B models, then seamlessly scale to 30B models in the cloud. Complete guide to production-ready agentic AI deployment with intelligent interceptors and enterprise security.

By Ajeet Singh Raina 21 Jul 2025
What is Docker Offload and What Problem Does It Solve?

What is Docker Offload and What Problem Does It Solve?

Docker Offload revolutionizes development by seamlessly extending your local Docker workflow to cloud GPU infrastructure. Same commands, cloud-scale performance. ⚡🚀

By Ajeet Singh Raina 18 Jul 2025
MCP OAuth Integration: Secure GitHub Authentication for Docker Toolkit

MCP OAuth Integration: Secure GitHub Authentication for Docker Toolkit

Docker MCP Toolkit adds OAuth support and streamlined Integration with GitHub and VS Code

By Ajeet Singh Raina 13 Jul 2025
Running Docker MCP Gateway in a Docker container

Running Docker MCP Gateway in a Docker container

The MCP Gateway is Docker's solution for securely orchestrating and managing Model Context Protocol (MCP) servers locally and in production including enterprise environments.

By Ajeet Singh Raina 12 Jul 2025
Docker MCP CLI Commands and CheatSheet

Docker MCP CLI Commands and CheatSheet

The MCP Catalog currently includes over 120+ verified, containerized tools, with hundreds more on the way. Docker’s MCP Catalog now features an improved experience, making it easier to search, discover, and identify the right MCP servers for your workflows - all using CLI Interface.

By Ajeet Singh Raina 10 Jul 2025
How to Handle CORS Settings in Docker Model Runner

How to Handle CORS Settings in Docker Model Runner

Cross-Origin Resource Sharing (CORS) is a security feature implemented by web browsers to control how web applications can request resources from different domains, ports, or protocols. At its core, CORS enforces the Same-Origin Policy—a fundamental web security concept that prevents a webpage from one domain from accessing resources on

By Ajeet Singh Raina 09 Jul 2025
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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.

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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.