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Ajeet Singh Raina
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
Why SLMs Will Replace LLMs in Agent Architectures

Why SLMs Will Replace LLMs in Agent Architectures

Discover why small language models (SLMs) are becoming the future of agentic AI systems, offering superior efficiency, cost reduction, and operational benefits over large language models (LLMs) in enterprise deployments.

By Ajeet Singh Raina 07 Jul 2025
How to Setup Gemini CLI + Docker MCP Toolkit for AI-assisted Development

How to Setup Gemini CLI + Docker MCP Toolkit for AI-assisted Development

Learn how to set up Gemini CLI with Docker MCP Toolkit for powerful AI-assisted development. Complete guide with step-by-step instructions, benefits, and real-world examples

By Ajeet Singh Raina 02 Jul 2025
Docker Desktop 4.42: llama.cpp Gets Streaming and Tool Calling Support

Docker Desktop 4.42: llama.cpp Gets Streaming and Tool Calling Support

Docker Desktop 4.42 brings real-time streaming and tool calling to Model Runner, transforming how developers build AI applications locally. No more waiting for responses or cloud dependencies—watch AI generate content token by token with full GPU acceleration on port 12434.

By Ajeet Singh Raina 02 Jul 2025
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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.

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    Collabnix is a community-driven platform founded by Ajeet Singh Raina that focuses on cloud-native technologies, DevOps, AI/ML, and modern developer tooling.

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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.