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Dive into a collection of past posts and rediscover timeless content.
How to Add Real-Time Web Search to Your LLM Using Tavily

Nov 12, 2025

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7 min read

How to Add Real-Time Web Search to Your LLM Using Tavily

Learn how to connect Tavily Search so your AI can fetch real-time facts instead of guessing.

Manish Shivanandhan
Manish Shivanandhan
How to Keep LLM Outputs Predictable Using Pydantic Validation

Nov 10, 2025

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6 min read

How to Keep LLM Outputs Predictable Using Pydantic Validation

Tired of LLMs breaking your JSON or skipping fields? Learn how Pydantic can turn messy AI outputs into clean, predictable data every single time.

Manish Shivanandhan
Manish Shivanandhan
Cut AI Costs Without Losing Capability: The Rise of Small LLMs

Nov 8, 2025

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7 min read

Cut AI Costs Without Losing Capability: The Rise of Small LLMs

Learn how small language models are helping teams cut AI costs, run locally, and deliver fast, private, and scalable intelligence without relying on the cloud.

Manish Shivanandhan
Manish Shivanandhan
How To Run an Open-Source LLM on Your Personal Computer

Nov 6, 2025

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9 min read

How To Run an Open-Source LLM on Your Personal Computer

Learn how to install and run open-source large language models (LLMs) locally on Windows — with or without the command line.

Manish Shivanandhan
Manish Shivanandhan
Understanding LangChain and LangGraph: A Beginner’s Guide to AI Workflows

Nov 3, 2025

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9 min read

Understanding LangChain and LangGraph: A Beginner’s Guide to AI Workflows

Learn how LangChain and LangGraph help you design intelligent, adaptive AI workflows that move from simple prompts to full applications.

Manish Shivanandhan
Manish Shivanandhan
How to Build Your First MCP Server using FastMCP

Oct 30, 2025

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9 min read

How to Build Your First MCP Server using FastMCP

Learn how to build your first MCP server using FastMCP and connect it to a large language model to perform real-world tasks through code.

Manish Shivanandhan
Manish Shivanandhan
MCP vs API: Understanding the Real Difference

Oct 27, 2025

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8 min read

MCP vs API: Understanding the Real Difference

Let’s learn how MCP differs from traditional APIs and how it safely allows AI models to use real-world tools.

Manish Shivanandhan
Manish Shivanandhan
How Model Context Protocol Works

Oct 23, 2025

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10 min read

How Model Context Protocol Works

Discover how the Model Context Protocol (MCP) connects AI tools and data sources, making modern AI apps smarter, faster, and far easier to build.

Manish Shivanandhan
Manish Shivanandhan
How an AI Agent Works

Oct 20, 2025

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7 min read

How an AI Agent Works

Let’s learn how AI agents understands tasks, makes choices, and performs actions autonomously.

Strix: The Open-Source AI Agent for Security Testing

Oct 9, 2025

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8 min read

Strix: The Open-Source AI Agent for Security Testing

Strix is an open-source AI agent for security testing that finds and confirms real vulnerabilities in your app, helping you ship secure code faster.

Manish Shivanandhan
Manish Shivanandhan
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