Medium

MediumMelike Külahcı – Medium

Melike Külahcı

Melike Külahcı

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Oct 2

Choosing the Right AI Agent Framework: LangGraph, CrewAI, AutoGen, and smolagents

The landscape of Artificial Intelligence is shifting rapidly from single-prompt LLM interactions to autonomous AI Agent architectures —…

Choosing the Right AI Agent Framework: LangGraph, CrewAI, AutoGen, and smolagents

Melike Külahcı

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Sep 30

The New Era of Artificial Intelligence: What is Agent Reasoning and How Does It Work?

From Single-Pass Prompt Engineering to Autonomous Agents: The Anatomy of ReAct, Reflexion, and Tree of Thoughts Architectures

The New Era of Artificial Intelligence: What is Agent Reasoning and How Does It Work?

Melike Külahcı

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Aug 20

Apache Cassandra Explained: The Database That Never Sleeps

How Facebook built a database designed to survive anything

Apache Cassandra Explained: The Database That Never Sleeps

Melike Külahcı

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Aug 20

Amazon DynamoDB Explained: The Database Behind Black Friday

How Amazon built a database that never goes down, even at massive scale

Amazon DynamoDB Explained: The Database Behind Black Friday

Melike Külahcı

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Aug 19

Firebase Firestore Explained: The Database Built for App Builders

How Google made real-time data as easy as writing to a variable

Firebase Firestore Explained: The Database Built for App Builders

Melike Külahcı

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Aug 18

Redis Explained: The Database That Lives at the Speed of Memory

Introduction

Redis Explained: The Database That Lives at the Speed of Memory

Melike Külahcı

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Aug 17

MongoDB Explained: The Database That Thinks in Documents

Introduction

MongoDB Explained: The Database That Thinks in Documents

Melike Külahcı

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Aug 17

Oracle Database Explained: The Titan of Enterprise Data

If databases were vehicles, Oracle Database would be an armored transport truck — expensive, heavily engineered, and built for situations…

Oracle Database Explained: The Titan of Enterprise Data

Melike Külahcı

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Aug 16

Microsoft SQL Server Explained: The Enterprise Workhorse

How Microsoft built a database that became a corporate standard

Microsoft SQL Server Explained: The Enterprise Workhorse

Melike Külahcı

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Aug 16

MariaDB Explained: The Community’s Answer to a Corporate Buyout

How a fork of MySQL became a trusted database in its own right

MariaDB Explained: The Community’s Answer to a Corporate Buyout

Melike Külahcı

Melike Külahcı

AI Engineer in Progress | Computer Vision | Machine Learning GitHub: github.com/Melikeda LinkedIn: linkedin.com/in/melike-kulahci

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