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all-about-mcp

From RAG to MCP – Unleashing the Power of Model Context Protocol

Are you curious about what comes after RAG in the world of Generative AI? Enter MCP—Model-Context-Protocol. This story-driven post breaks down how MCP transforms knowledge retrieval and orchestration into a structured protocol. Learn how MCP addresses RAG’s limitations and what it means for the future of intelligent systems. In the rapidly evolving world of Generative AI, two powerhouses have emerged—RAG (Retrieval-Augmented Generation) and MCP (Model-Context-Protocol). But how do they differ? Through a compelling story of courtroom drama, this blog dives deep into the core of both paradigms.

Why-System-Design-Matters

Building Tech Like Lego: Why System Design Matters in Today’s Digital Landscape

Building a great system is like constructing a Lego city—without planning, things collapse! Join Prisha and her friend as they discover system design with Mr. Kohli. Learn how scalability, fault tolerance, and high availability power tech giants like YouTube and Amazon. Ready to design smarter systems? Let’s build, one Lego brick at a time! 🚀

The AI Lawyer and the Case of the Missing Facts: Understanding Retrieval-Augmented Generation (RAG)

An AI lawyer faces a tough case—until RAG, his assistant, retrieves a game-changing Supreme Court ruling. Retrieval-Augmented Generation (RAG) prevents AI hallucinations by fetching real-time facts and enhancing accuracy. From law to finance, RAG boosts AI’s reliability. Want to unlock its power? Dive into the case now!

Defining Microservices Boundaries

From Chaos to Clarity: A Guide to Defining Microservices Boundaries

Hospoint’s microservices seemed perfect—until everything broke! Services overloaded, dependencies tangled, and chaos ruled. Mr. Kohli introduced Domain-Driven Design and Event-Driven Architecture to redefine service boundaries. The result? A smooth, scalable healthcare system. Learn how thinking like a hospital, not just a computer, can save your microservices from disaster!

Latest Posts

  • 🏭 Episode 3 – The LEGO Factory: One Command, Many Creations

    🏭 Episode 3 – The LEGO Factory: One Command, Many Creations

    In Episode 2, Prisha and her friends experienced chaos while constructing their LEGO towers. With bricks crumbling and design failures, they learned the Builder Pattern — how to construct complex structures step by step from blueprints. Friendopia’s towers finally stood tall and proud!  âť—The Problem Friendopia was growing rapidly. Houses were constructed and towers erected, […]

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  • Episode 2 – The Tower That Didn’t Fall (The Builder Pattern)

    Episode 2 – The Tower That Didn’t Fall (The Builder Pattern)

    🌇 Previously in Friendopia… After the chaos of a broken LEGO city, Mr. Kohli introduced Prisha and her friends, Arijay and Nimisha, to the magical world of design patterns. “Think of them,” he explained, “as clever tricks that help us to solve common problems.” They would begin today with one of the strongest: the Builder […]

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  • Episode 1: Brick by Brick: Building Better Code with LEGO and Design Patterns

    🌇 The LEGO City Dream On a hot afternoon, Prisha, a wide-eyed 12-year-old with big ambitions, had invited her friends over. “Let’s create a LEGO city!” she cried out. “With roads and parks!” cried out Arijay. “And rocket launchpads!” boomed Nimisha. They took out their LEGO box filled with LEGO bricks. They constructed houses, cars, […]

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  • From RAG to MCP – Unleashing the Power of Model Context Protocol

    From RAG to MCP – Unleashing the Power of Model Context Protocol

    Are you curious about what comes after RAG in the world of Generative AI? Enter MCP—Model-Context-Protocol. This story-driven post breaks down how MCP transforms knowledge retrieval and orchestration into a structured protocol. Learn how MCP addresses RAG’s limitations and what it means for the future of intelligent systems. In the rapidly evolving world of Generative AI, two powerhouses have emerged—RAG (Retrieval-Augmented Generation) and MCP (Model-Context-Protocol). But how do they differ?…

    Read more

  • Always Open, Never Down: The Secret to High Availability

    Always Open, Never Down: The Secret to High Availability

    A sudden “System Unavailable” error at Amusement Park leaves visitors stranded. The rides work, but access fails. Mr. Kohli explains that high Availability ensures no user gets left out. This blog covers HA vs. Fault Tolerance, key strategies, and essential metrics like SLA, SLO, RTO, and MTTR to keep systems “Always Open, Never Down.”

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  • Scaling New Heights: A Deep Dive into Scalability in Software Architecture

    Scaling New Heights: A Deep Dive into Scalability in Software Architecture

    Explore scalability through the lens of a bustling New York amusement park where a roller coaster faces overwhelming crowds. Learn how software architects tackle this dilemma—upgrading a ride (vertical scaling) or adding new rides (horizontal scaling)—with smart strategies, trade-offs, and hybrid approaches to build resilient, cost-effective systems for modern growth.

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  • Building Tech Like Lego: Why System Design Matters in Today’s Digital Landscape

    Building Tech Like Lego: Why System Design Matters in Today’s Digital Landscape

    Building a great system is like constructing a Lego city—without planning, things collapse! Join Prisha and her friend as they discover system design with Mr. Kohli. Learn how scalability, fault tolerance, and high availability power tech giants like YouTube and Amazon. Ready to design smarter systems? Let’s build, one Lego brick at a time! 🚀

    Read more

  • The Temple of Good Design: Unlocking the Golden Rules of Microservices

    The Temple of Good Design: Unlocking the Golden Rules of Microservices

    After transforming Hospoint into microservices, the team faces a new challenge—ensuring the design lasts. Guided by Mr. Kohli, they enter The Temple of Good Design to uncover the Golden Rules of Microservices—avoiding shared databases, right-sizing services, aligning with business needs, and optimizing communication. Are your microservices built to last?

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  • The AI Lawyer and the Case of the Missing Facts: Understanding Retrieval-Augmented Generation (RAG)

    The AI Lawyer and the Case of the Missing Facts: Understanding Retrieval-Augmented Generation (RAG)

    An AI lawyer faces a tough case—until RAG, his assistant, retrieves a game-changing Supreme Court ruling. Retrieval-Augmented Generation (RAG) prevents AI hallucinations by fetching real-time facts and enhancing accuracy. From law to finance, RAG boosts AI’s reliability. Want to unlock its power? Dive into the case now!

    Read more

  • From Monolith to Microservices: Hospoint’s Transformation Journey

    From Monolith to Microservices: Hospoint’s Transformation Journey

    Hospoint, a healthcare system, struggled with monolithic bottlenecks before transforming into a scalable microservices architecture. Using the Strangler Fig Pattern, API Gateway, Kubernetes, and Docker, the transition resolved deployment risks, performance issues, and data consistency challenges. Discover how Hospoint overcame obstacles with Saga patterns, asynchronous communication, and observability tools to achieve agility and resilience.

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