Model Context Protocol Overview Diagram

Understanding the Model Context Protocol (MCP) for AI Integration

LLMs are powerful—but without access to live tools, data, and systems, they’re limited. Discover how MCP bridges that gap and why it’s becoming the standard for AI integration.

April 29, 2025 · (updated November 10, 2025) · 17 min · 3554 words · Pradeep Loganathan
MCP - Protocol Mechanics and Architecture

MCP - Protocol Mechanics and Architecture

Part 2 of our MCP series explores the technical foundations: JSON-RPC communication, supported transports (STDIO, HTTP/SSE, WebSockets), capability discovery (tools, resources, prompts), invocation methods, and security principles.

May 1, 2025 · (updated November 10, 2025) · 18 min · 3712 words · Pradeep Loganathan
MCP server in .NET – cover image

Building a simple MCP Server

This guide covers building an MCP server in C# (.NET) with NuGet package management, running it in VS Code, and integrating with GitHub Copilot for AI-assisted development.

May 9, 2025 · (updated November 10, 2025) · 12 min · 2505 words · Pradeep Loganathan
Building MCP Server with Akka

Building an MCP Server with Akka (Part 4)

This guide demonstrates building an MCP server using Akka Java SDK with annotation-based tool definitions, service discovery, and integration with both external MCP clients and Akka agents.

October 27, 2025 · (updated November 10, 2025) · 19 min · 3943 words · Pradeep Loganathan
Akka actor model for agentic AI

The Akka Actor Model: A Foundation for Concurrent AI Agents

Use Akka’s actor model to run thousands of concurrent, stateful AI agents with isolation, supervision, and backpressure—plus a minimal Java example.

September 16, 2025 · (updated November 10, 2025) · 17 min · 3439 words · Pradeep Loganathan
Agentic AI: From Copilots to Agents

Agentic AI: From Copilots to Agents

A comprehensive guide to Agentic AI, exploring how autonomous AI systems are evolving beyond traditional generative AI to become proactive, goal-driven agents capable of complex problem-solving.

September 14, 2025 · (updated November 10, 2025) · 18 min · 3732 words · Pradeep Loganathan
Real-time communication with webhooks

Introduction to Webhooks

Learn about webhooks, their benefits, challenges, and how they are revolutionizing real-time communication in modern software development.

January 15, 2025 · (updated November 3, 2025) · 12 min · 2376 words · Pradeep Loganathan

Unmasking the Invisible Adversary:The Evolving Art and Science of Threat Modeling

As applications and infrastructures become more complex and distributed, threat modeling has transformed into a continuous, integral part of modern DevSecOps. This post revisits threat modeling fundamentals and introduces the latest standards, methodologies, and technologies shaping this critical discipline today.

December 13, 2024 · (updated November 5, 2025) · 10 min · 2038 words · Pradeep Loganathan
Elevating Security in Software Development

Flipping the Script: Elevating Security to the Core of Application Design

This blog examines how prioritizing security from the outset transforms design and development practices, using real-world lessons like the Equifax breach.

November 25, 2024 · (updated November 3, 2025) · 14 min · 2810 words · Pradeep Loganathan
Securing the software supply chain

Securing the Software Supply Chain: A Developer's Guide

Learn how to secure the software supply chain by embracing best practices such as secure coding, CI/CD integration, SBOMs, and proactive monitoring.

September 5, 2024 · (updated November 5, 2025) · 22 min · 4546 words · Pradeep Loganathan