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Ajeet Singh Raina
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
Do you still use "version" in Docker compose?

Docker Compose

Do you still use "version" in Docker compose?

Specifying a version is redundant and can even lead to warnings.

By Ajeet Singh Raina 07 Jun 2025
Getting Started with NVIDIA Jetson Orin Super

NVIDIA

Getting Started with NVIDIA Jetson Orin Super

First Look at NVIDIA Jetson Orin Nano Super - The Most Affordable Generative AI Supercomputer

By Ajeet Singh Raina 07 Jun 2025
Can I use Redis for my IoT Projects?

Redis

Can I use Redis for my IoT Projects?

Back in 2021 while working for Redis, I explored an exciting project related to Sensor Analytics and Visualisation.

By Ajeet Singh Raina 25 May 2025
What is Docker Model Runner and what problem does it solve?

What is Docker Model Runner and what problem does it solve?

A GPU-accelerated LLM runner that enables developers to run AI models locally

By Ajeet Singh Raina 25 May 2025
How I explained AI Evolution to 10 year old son

How I explained AI Evolution to 10 year old son

What if understanding AI's revolutionary progress was as simple as watching a chemistry student evolve from freshman to research scientist?

By Ajeet Singh Raina 24 May 2025
How I Built My First MCP Server For Postgres and Connected it to Claude Desktop

How I Built My First MCP Server For Postgres and Connected it to Claude Desktop

What if an AI Assistant like Claude Desktop could query your database directly? I built a custom MCP server for Postgres that lets me ask Claude natural language questions about my data, and it responds with real-time insights by running SQL queries behind the scenes.

By Ajeet Singh Raina 24 May 2025
Model Context Protocol: Explained Simply to a 10 Year Old

Model Context Protocol: Explained Simply to a 10 Year Old

Think AI is magic? Nope – it's actually like a really, REALLY good librarian!

By Ajeet Singh Raina 24 May 2025
Before and After Model Context Protocol (MCP): The Evolution of AI Tool Integration

Before and After Model Context Protocol (MCP): The Evolution of AI Tool Integration

Imagine telling your AI 'Plan my vacation to Japan' and it automatically finds the right tools for flights, hotels, and attractions without you specifying which tools to use. That's MCP—AI agents that discover, connect, and orchestrate external tools seamlessly

By Ajeet Singh Raina 22 May 2025
Search is Changing

Claude Desktop

Search is Changing

So next time someone asks you, "How do I rank on Google?" Challenge them with this instead: "How ready are you for AI agents?"

By Ajeet Singh Raina 06 May 2025
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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.

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Ajeet Singh Raina
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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.