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How Model Context Protocol (MCP) Servers Powered Modern Large Language Models (LLMs)

2026-02-04T13:10:07+00:00

In today’s fast-growing world of artificial intelligence, Large Language Models (LLMs) like GPT, Claude, and Grok are becoming critical to digital transformation. These models can write human-like text, understand complex questions, and even automate business tasks. As LLMs became smarter, they faced a major problem: managing context. Early versions struggled to maintain consistent conversations, use real-time data, and handle large workloads. To solve this, Model Context Protocol (MCP) Servers were introduced. They help LLMs manage context in a dynamic, secure, and intelligent way. Early context management of LLMs before MCP Servers Before MCP Servers, most LLMs relied on static prompts [...]

How Model Context Protocol (MCP) Servers Powered Modern Large Language Models (LLMs)2026-02-04T13:10:07+00:00

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps

2025-09-29T02:21:47+00:00

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps When people hear about AWS Lambda, they usually imagine tiny snippets of code that run briefly in response to an event. It might be a function that resizes an image after it’s uploaded, or one that processes a payment notification before disappearing again. Lambda is built for these short, event-driven tasks, which makes it incredibly powerful but also somewhat limited in perception. After all, who would think of Lambda as a place to host an entire website? This is where the AWS Lambda Web Adapter changes the game. Instead of [...]

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps2025-09-29T02:21:47+00:00

Getting Started with n8n + A Quick Workflow Example

2025-09-04T15:10:12+00:00

In a world full of repetitive tasks, automation is not a new thing. For years, humanity designed machines and systems to take over the monotonous or large-scale work from humans. We've come a long way from industrial automation, it now uses the algorithms to create system that can automatically check, send, or even sort your emails and documents, manage your store's inventory, and even drive (would I still need a license in this case?). With all the power automation gave us, we still crave more. We thought 'what if automation could learn, adapt, and create?' a thought that is coming into reality [...]

Getting Started with n8n + A Quick Workflow Example2025-09-04T15:10:12+00:00

From Concept to Code: Build Your First MCP Server

2025-08-27T16:27:09+00:00

For a long time now, LLMs or large language models have been going around the tech industry with its massive knowledge on languages. They can comprehend and even generate human language with bull's-eye fluency. Nevertheless, despite their strengths, powerful as they are, these intelligent models act in isolation. They have no hands to implement and interact with the world; they lack the ability to connect to databases, fetch data, or even trigger an action in a completely different application. Consequently, this lack of ability incapacitates the LLM's high potential when communicating with machines. This is why the introduction of the [...]

From Concept to Code: Build Your First MCP Server2025-08-27T16:27:09+00:00

“Hello, [User]!”: A Beginner’s Guide to Building an AI Chatbot with Google Gemini API and Next.js

2025-07-04T15:11:02+00:00

  These days, it feels like there’s an AI chatbot for everything. Need help with homework? Stuck on a coding problem? Want to research a random topic? These virtual assistants can answer just about any general question you throw at them. They’re becoming our go-to partners for learning, creating, and problem-solving. But have you ever wanted a chatbot that doesn't just give generic answers but understands and responds with information specific to your needs? What if you could build your own AI chatbot, even as a beginner? Thanks to modern tools like the Google Gemini API and Next.js, you don’t [...]

“Hello, [User]!”: A Beginner’s Guide to Building an AI Chatbot with Google Gemini API and Next.js2025-07-04T15:11:02+00:00

Simplifying Knowledge Management with a Content Analysis Tool for Confluence

2025-01-28T10:24:31+00:00

Did you know that organizations spend an average of 19% of their workweek searching for and gathering information? According to research from McKinsey & Company, inefficient knowledge management leads to wasted time and lost productivity—hindering teams from making real progress on meaningful work. (Source, McKinsey) In today’s digital-first environment, managing and organizing information is critical—whether in education, project management, or team collaboration. Confluence is a widely used knowledge management platform that enables teams to create, share, and manage content effectively. However, ensuring content relevance, completeness, and structure across multiple Confluence pages remains challenging. By the end of this blog, you’ll [...]

Simplifying Knowledge Management with a Content Analysis Tool for Confluence2025-01-28T10:24:31+00:00

Understanding Your API: The API-verse

2024-11-20T10:40:35+00:00

In this blog, I will guide you through understanding the various types of APIs. You'll learn about different API classifications you can use for your next project and when to implement each one. This high-level overview of API varieties will expand your knowledge and help you become well-versed in how each API functions. What is an API? (Application Programming Interface) An API or Application Programming Interface acts as a bridge between different software allowing them to communicate, share data, and functionalities effortlessly. Think of it this way: Imagine a customer, a waiter, and the kitchen. The waiter acts as the [...]

Understanding Your API: The API-verse2024-11-20T10:40:35+00:00

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