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Ajeet Singh Raina

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Ajeet Singh Raina
How to Connect n8n with Docker MCP Toolkit: A Simple HTTP Bridge Solution

How to Connect n8n with Docker MCP Toolkit: A Simple HTTP Bridge Solution

Solving the n8n community's #1 integration challenge with a practical HTTP bridge solution

By Ajeet Singh Raina 01 Jul 2025
Docker Model Runner Tutorial and Cheatsheet: Mac, Windows and Linux Support

Docker Model Runner Tutorial and Cheatsheet: Mac, Windows and Linux Support

Whether you're building generative AI applications, experimenting with machine learning workflows, or integrating AI into your software development lifecycle, Docker Model Runner provides a consistent, secure, and efficient way to work with AI models locally.

By Ajeet Singh Raina 29 Jun 2025
🔍 From Prompt Engineering to Context Engineering

🔍 From Prompt Engineering to Context Engineering

The shift from prompt engineering to context engineering reflects a broader evolution in how we design, manage, and optimize interactions with large language models (LLMs). While prompt engineering was once hailed as a core skill for leveraging LLMs, the future lies in how we structure and engineer the context in

By Ajeet Singh Raina 26 Jun 2025
Collabnix AI Weekly - Edition 2

Collabnix AI Weekly - Edition 2

Your weekly digest of Cloud-Native AI and Model Context Protocol innovations.

By Ajeet Singh Raina 26 Jun 2025
When Should Your GenAI App Use GPU vs CPU? A Docker Model Runner Guide

When Should Your GenAI App Use GPU vs CPU? A Docker Model Runner Guide

The new Docker Model Runner can deliver 5-10x speed improvements for AI workloads on MacBooks. Check it out.

By Ajeet Singh Raina 26 Jun 2025
Docker Desktop: The Infrastructure Foundation for Agentic AI

Agentic AI

Docker Desktop: The Infrastructure Foundation for Agentic AI

How Docker is solving the packaging and security challenges that will define the next generation of intelligent agents

By Ajeet Singh Raina 24 Jun 2025
Visual Studio Code Developers: How Docker MCP Toolkit Unlocks GitHub Copilot's Full Potential

Agentic AI

Visual Studio Code Developers: How Docker MCP Toolkit Unlocks GitHub Copilot's Full Potential

VS Code developers using GitHub Copilot are already experiencing the power of AI-assisted development. But what if your AI assistant could do more than just write code?

By Ajeet Singh Raina 21 Jun 2025
How to Set Up Docker MCP Toolkit with Claude Desktop!

Agentic AI

How to Set Up Docker MCP Toolkit with Claude Desktop!

Look, I've been working with AI tools for a while now, and this Docker MCP setup is honestly one of the most impressive things I've seen.

By Ajeet Singh Raina 19 Jun 2025
Building Complete AI Automation Workflows: n8n + Docker Model Runner + MCP Toolkit

n8n

Building Complete AI Automation Workflows: n8n + Docker Model Runner + MCP Toolkit

Stop sending your sensitive data to the cloud. Learn how to set up a complete local AI automation platform using n8n, Docker Model Runner and Docker MCP Toolkit

By Ajeet Singh Raina 18 Jun 2025
Collabnix AI Weekly - Edition 1

Agentic AI

Collabnix AI Weekly - Edition 1

Your weekly digest of Cloud-Native AI and Model Context Protocol innovations.

By Ajeet Singh Raina 14 Jun 2025
Inside the Black Box: How LLM Neural Layers Make Tool Calling Decisions

LLM

Inside the Black Box: How LLM Neural Layers Make Tool Calling Decisions

Ever wondered how AI 'decides' which tools to use? There's no magic—just 24+ neural layers working together. Discover what really happens inside LLMs when they make tool calling decisions

By Ajeet Singh Raina 08 Jun 2025
How to Build AI-Powered Discord Communities: Claude + Docker MCP Toolkit Guide

Docker MCP Toolkit

How to Build AI-Powered Discord Communities: Claude + Docker MCP Toolkit Guide

No coding required: Connect Claude AI to Discord using Docker MCP Toolkit for smarter community management

By Ajeet Singh Raina 08 Jun 2025
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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.

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    Collabnix - Docker | Kubernetes | IoT
    collabnix.com

    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.