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Home » Collections for April Joy Deang

About April Joy Deang

April is an AWS Certified Cloud Practitioner. A lifelong learner, she believes that knowledge is ever-evolving and is currently exploring the transformative potential of Artificial Intelligence (AI).

Mastering AWS Made Easy: A Beginner’s Guide to the Knowledge MCP Server

2025-11-12T14:42:01+00:00

  Let’s be honest, keeping up with AWS feels like chasing a moving target. One minute you’ve mastered EC2 and Lambda, and the next, there’s a new service, multiple updates, and several ways to configure the same feature. For developers and architects exploring AI integrations, that learning curve becomes even steeper. AWS offers massive amounts of documentation—enough to fill a library—but finding what you actually need, like the right API reference or regional availability, can feel like searching for a needle in a haystack made of JSON.   Fortunately, the AWS Knowledge Model Context Protocol (MCP) Server changes the game. [...]

Mastering AWS Made Easy: A Beginner’s Guide to the Knowledge MCP Server2025-11-12T14:42:01+00:00

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

2025-11-12T14:40:49+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 [...]

How Model Context Protocol (MCP) Servers Powered Modern Large Language Models (LLMs)2025-11-12T14:40:49+00:00

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