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Surender Aireddy

@aireddy

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Live as if you were to die tomorrow, learn as if you were to live forever!

San Francisco, CAJoined April 2022

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Surender Aireddy's blogs

Learn with Surenderaireddy.hashnode.dev12 posts

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Recently published

SASurender Aireddyaireddy.hashnode.devMay 31 · 3 min read

Stop treating "AI Agents" and "Agentic AI" as the same thing. They aren't. ❌

The AI landscape is moving fast. We've graduated from basic prompt-and-response text generators to systems that actually do things. However, as the technology evolves, two terms are often used interch

SASurender Aireddyaireddy.hashnode.devSep 18, 2025 · 3 min read

🍎🍌 Confusion Matrix Explained with Fruit Classification

Imagine you built a machine learning model to classify images of fruit as either Apple or Banana. You test it on a bunch of fruit images and compare its predictions to the actual fruit type. The confusion matrix helps you visualize how well your mode...

SASurender Aireddyaireddy.hashnode.devJul 31, 2025 · 4 min read

🍽️ LangChain vs LangGraph: From Fast Food to Smart Agents

🦜 LangChain LangChain is a modular framework for building applications powered by large language models. It provides abstractions for prompts, memory, tools, chains, and agents—making it easy to create intelligent systems that interact with APIs, da...

SASurender Aireddyaireddy.hashnode.devJul 13, 2025 · 4 min read

🧠 LLM Agents & Agentic AI: The Future of Platform Engineering

🚀 Introduction The rise of Large Language Models (LLMs) has revolutionized how we interact with machines. But the real game-changer? LLM Agents—autonomous, goal-driven entities powered by LLMs that can reason, plan, and act. This evolution, often re...

SASurender Aireddyaireddy.hashnode.devJul 12, 2025 · 10 min read

🧠 Unlocking AI’s Potential: A Practical Guide to Prompt Engineering

Artificial Intelligence is revolutionizing the way we work, think, and create. At the heart of this transformation are Large Language Models (LLMs) — capable of generating human-like responses across a wide range of tasks. But to truly tap into their...

Surender Aireddy

About

Available for

Surender Aireddy's blogs

Recently published

Stop treating "AI Agents" and "Agentic AI" as the same thing. They aren't. ❌

🍎🍌 Confusion Matrix Explained with Fruit Classification

🍽️ LangChain vs LangGraph: From Fast Food to Smart Agents

🧠 LLM Agents & Agentic AI: The Future of Platform Engineering

🧠 Unlocking AI’s Potential: A Practical Guide to Prompt Engineering

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Surender Aireddy

About

Available for

Surender Aireddy's blogs

Recently published

Stop treating "AI Agents" and "Agentic AI" as the same thing. They aren't. ❌

🍎🍌 Confusion Matrix Explained with Fruit Classification

🍽️ LangChain vs LangGraph: From Fast Food to Smart Agents

🧠 LLM Agents & Agentic AI: The Future of Platform Engineering

🧠 Unlocking AI’s Potential: A Practical Guide to Prompt Engineering