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Ajeet Singh Raina

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Ajeet Singh Raina
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
From Idlis to AI: The FACT of AI Model Management through Rameshwaram Cafe's Lens

Docker

From Idlis to AI: The FACT of AI Model Management through Rameshwaram Cafe's Lens

Ever visited Rameshwaram Cafe in Bengaluru during peak hours? It's a marvel of efficiency – hundreds of customers, dozens of dosas and idlis being prepared simultaneously, staff coordinating seamlessly, and somehow every plate of food arrives hot, fresh and perfect. That's exactly what good AI model management

By Ajeet Singh Raina 22 Apr 2025
My Journey with Deepseek R1 on NVIDIA Jetson Orin Nano Super using Docker

Docker

My Journey with Deepseek R1 on NVIDIA Jetson Orin Nano Super using Docker

With over 86,500 GitHub stars, DeepSeek R1 is an innovative large language model developed by DeepSeek AI, designed specifically for efficient deployment on resource-constrained edge devices. Unlike many larger models that require substantial computational resources, DeepSeek R1 delivers impressive language capabilities in a compact form factor, making it

By Ajeet Singh Raina 16 Mar 2025
Let's Talk: Why Your Community Meetup Shouldn't Be a Sales Pitch

Meetup

Let's Talk: Why Your Community Meetup Shouldn't Be a Sales Pitch

Join our Meetup Can we have an honest conversation about community meetups? I've been on both sides of this equation—organizing events and watching well-intentioned marketing teams struggle—and I've noticed something important: there's a fundamental disconnect in how many of us approach

By Ajeet Singh Raina 04 Mar 2025
The Rise of Model Context Protocol

Docker

The Rise of Model Context Protocol

I recently had the opportunity to collaborate with Raveendiran RR, a Docker Community Speaker and Generative AI enthusiast, to present on this exciting topic at Cloud-Native LLMOps Day in Bengaluru. Together, we explored the transformative potential of Model Context Protocol in modern AI development workflows, sharing insights with the

By Ajeet Singh Raina 25 Feb 2025
Introducing KubeArchInspect ~ Kubernetes Image Compatibility Checks for Arm Architecture

Docker

Introducing KubeArchInspect ~ Kubernetes Image Compatibility Checks for Arm Architecture

Have you noticed how arm64 is making waves in the container world? It started with single-board computers like the Raspberry Pi and mobile devices, but now it’s powering Apple Silicon Macs and cloud offerings from AWS, Google Cloud, Azure, and Hetzner. And the best part? These Arm-based

By Ajeet Singh Raina 04 Feb 2025
Running Multi-Node Kubernetes Cluster using Docker Desktop

Docker

Running Multi-Node Kubernetes Cluster using Docker Desktop

Pre-v4.38.0: Single-Node Cluster Prior to Docker Desktop v4.38.0, Kubernetes support was limited to a single-node cluster ideal for basic testing: * Components Included: * A standalone Kubernetes API server, kubelet, and etcd (all running in the Docker Desktop VM). * Preconfigured Docker CLI integration (kubectl, helm)

By Ajeet Singh Raina 31 Jan 2025
Behind the Scenes of Organizing Cloud-Native AI Day in Singapore: A Remote Success Story

Docker

Behind the Scenes of Organizing Cloud-Native AI Day in Singapore: A Remote Success Story

Last Friday marked an incredible milestone in my journey of organizing tech events. Despite not being physically present, I successfully orchestrated Cloud-Native AI Day in Singapore—a day that brought together some of the brightest minds in the cloud-native and AI space. This was no overnight effort; it

By Ajeet Singh Raina 26 Jan 2025
PostgreSQL Model Context Protocol (MCP) Server, Docker and Claude Desktop

Claude Desktop

PostgreSQL Model Context Protocol (MCP) Server, Docker and Claude Desktop

Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools. MCP is an open protocol that standardizes how applications provide context to LLMs. MCP helps you build agents

By Ajeet Singh Raina 02 Jan 2025
Using a Neo4j Graph Database to Power the Internet of Things

Docker

Using a Neo4j Graph Database to Power the Internet of Things

Graph databases excel at representing complex relationships between data points, which can be useful in sensor data analysis.For example, if you have multiple sensors and want to understand how they are related, a graph database can help you model those relationships and perform queries to find patterns or anomalies

By Ajeet Singh Raina 29 Dec 2024
Expediting Productivity: My Favorite macOS Apps of 2024

Docker

Expediting Productivity: My Favorite macOS Apps of 2024

As 2024 wraps up, I’ve been reflecting on the tools that helped me get things done this year. If you’re like me, you’re always looking for apps that make life easier, whether it’s coding, creating sample apps for the customer tech talk, or collaborating to organize

By Ajeet Singh Raina 28 Dec 2024
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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.

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Ajeet Singh Raina

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