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Cristian Sifuentes

đź§  Full-stack dev integrating AI into scalable solutions with [.NET, Azure], [Angular, React], SQL, Git & cloud-native tools. Obsessed with clean code & atomic

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Fixing the *Lucide-React* `chrome.js` Error on Windows: A Developer’s Survival Guide

Fixing the *Lucide-React* `chrome.js` Error on Windows: A Developer’s Survival Guide

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2 min read
Tokens & Tokenization: The Science Behind LLM Costs, Quality, and Output

Tokens & Tokenization: The Science Behind LLM Costs, Quality, and Output

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3 min read
How LLMs Transform Language into Vectors: The Power of Embeddings

How LLMs Transform Language into Vectors: The Power of Embeddings

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3 min read
Fixing “Each Child in a List Should Have a Unique `key` Prop” in React 19

Fixing “Each Child in a List Should Have a Unique `key` Prop” in React 19

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2 min read
Harnessing the **`onQuery: (query: string) void`** Prop — Building a Debounced, Type‑Safe SearchBar in React 19 + TypeScript

Harnessing the **`onQuery: (query: string) void`** Prop — Building a Debounced, Type‑Safe SearchBar in React 19 + TypeScript

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3 min read
Fixing “Uncontrolled   Controlled” Input Warnings in React 19

Fixing “Uncontrolled   Controlled” Input Warnings in React 19

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2 min read
Stop the Debate: **When to Use `FC<Props>` vs Inferred Arrow Functions in React + TypeScript**

Stop the Debate: **When to Use `FC<Props>` vs Inferred Arrow Functions in React + TypeScript**

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3 min read
SQL Deep‑Dive: Building a **“One‑Row Interaction Dossier”** – From CTEs to Satellite Counts

SQL Deep‑Dive: Building a **“One‑Row Interaction Dossier”** – From CTEs to Satellite Counts

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4 min read
Beyond the Spread: **`structuredClone`** vs `{ ...obj }` — Deep-Copy Tactics Every React + TypeScript Engineer Should Master

Beyond the Spread: **`structuredClone`** vs `{ ...obj }` — Deep-Copy Tactics Every React + TypeScript Engineer Should Master

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3 min read
From `const` to **Fetch**: 10 Modern TypeScript Patterns Every React Engineer Must Master

From `const` to **Fetch**: 10 Modern TypeScript Patterns Every React Engineer Must Master

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4 min read
Become a Git Branch *Curator*: From Simple Lists to Provenance Archaeology

Become a Git Branch *Curator*: From Simple Lists to Provenance Archaeology

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3 min read
Become a SQL Scientist: Explore Every Layer of Table Metadata in SQL Server

Become a SQL Scientist: Explore Every Layer of Table Metadata in SQL Server

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3 min read
How to Discover Every Foreign Key That References a Table in SQL Server — Like a Data Scientist

How to Discover Every Foreign Key That References a Table in SQL Server — Like a Data Scientist

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3 min read
Run Large Language Models on Your Own PC: A Scientist’s Guide to CPUs, GPUs, RAM, VRAM & Quantization

Run Large Language Models on Your Own PC: A Scientist’s Guide to CPUs, GPUs, RAM, VRAM & Quantization

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3 min read
The Scientific Journey of AI: From Turing to GPT-4

The Scientific Journey of AI: From Turing to GPT-4

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3 min read
Fixing “Property `Provider` does not exist on type `() => Context<…>`” in React 19 + TypeScript

Fixing “Property `Provider` does not exist on type `() => Context<…>`” in React 19 + TypeScript

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3 min read
Mastering PyTorch: Tensors, Autograd & the Power of GPU Training

Mastering PyTorch: Tensors, Autograd & the Power of GPU Training

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2 min read
Learn how LLMs convert language into vectors using tokenization and embeddings.

Learn how LLMs convert language into vectors using tokenization and embeddings.

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3 min read
Explore the milestones that shaped modern artificial intelligence—from early neurons and the Turing test to GPT models.

Explore the milestones that shaped modern artificial intelligence—from early neurons and the Turing test to GPT models.

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3 min read
How Language Models Work: From Attention to Human Feedback

How Language Models Work: From Attention to Human Feedback

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3 min read
Demystifying GPT-2: The Magic of Transformers and Attention published

Demystifying GPT-2: The Magic of Transformers and Attention published

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2 min read
Git Remote Ref Lock Errors: Advanced Diagnosis and Recovery

Git Remote Ref Lock Errors: Advanced Diagnosis and Recovery

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3 min read
When Git Pushes Back: Handling Unmerged Files Like a Pro

When Git Pushes Back: Handling Unmerged Files Like a Pro

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3 min read
EF Core Migrations Pitfall — Resolving Version Mismatch Between Tools and Runtime in Fluent API Projects

EF Core Migrations Pitfall — Resolving Version Mismatch Between Tools and Runtime in Fluent API Projects

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2 min read
Fluent API Mastery with EF Core — Building Clean Architectures without Data Annotations

Fluent API Mastery with EF Core — Building Clean Architectures without Data Annotations

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3 min read
Scaffolding Elegance: Mastering `Microsoft.EntityFrameworkCore.Design` (v9.0.5) in ASP.NET Core Web API

Scaffolding Elegance: Mastering `Microsoft.EntityFrameworkCore.Design` (v9.0.5) in ASP.NET Core Web API

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3 min read
Real-Time Modeling with EF Core 10 InMemory — A Practical Guide to In-Memory Databases and Data Annotations

Real-Time Modeling with EF Core 10 InMemory — A Practical Guide to In-Memory Databases and Data Annotations

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3 min read
Git Secrets, Push Protection, and Real-World Recovery: An Expert Walkthrough

Git Secrets, Push Protection, and Real-World Recovery: An Expert Walkthrough

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3 min read
Building a Complete Azure PaaS Architecture: From Theory to CLI Automation

Building a Complete Azure PaaS Architecture: From Theory to CLI Automation

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3 min read
Demystifying Azure IaaS: Building Cloud Infrastructure from the Ground Up

Demystifying Azure IaaS: Building Cloud Infrastructure from the Ground Up

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3 min read
Azure VM Deployment Failure: Handling the 'SkuNotAvailable' Error Like an Expert

Azure VM Deployment Failure: Handling the 'SkuNotAvailable' Error Like an Expert

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2 min read
Debugging Azure Storage Account Errors: Handling StorageAccountAlreadyTaken Like a Pro

Debugging Azure Storage Account Errors: Handling StorageAccountAlreadyTaken Like a Pro

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2 min read
Deploying a Full PaaS Architecture in Azure with Just a Bash Script

Deploying a Full PaaS Architecture in Azure with Just a Bash Script

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Automating Infrastructure as a Service (IaaS) in Azure with Azure CLI

Automating Infrastructure as a Service (IaaS) in Azure with Azure CLI

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2 min read
From Portal to Script: Automating Azure Resource Provisioning with CLI

From Portal to Script: Automating Azure Resource Provisioning with CLI

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2 min read
Automating Azure Blob Storage with Bash and Azure CLI: A Real-World Use Case

Automating Azure Blob Storage with Bash and Azure CLI: A Real-World Use Case

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2 min read
Program does not contain a static 'Main' method suitable for an entry point — Entry Points in .NET 6+ and Azure Calling SDK

Program does not contain a static 'Main' method suitable for an entry point — Entry Points in .NET 6+ and Azure Calling SDK

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3 min read
Angular 20 Is Here: Master the Latest Features Like a Pro

Angular 20 Is Here: Master the Latest Features Like a Pro

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3 min read
React Mastery: Understanding `onChange={handleChange}` vs `onChange={(e) => handleChange(e)}`

React Mastery: Understanding `onChange={handleChange}` vs `onChange={(e) => handleChange(e)}`

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3 min read
Mastery: Fixing "Objects are not valid as a React child" Error

Mastery: Fixing "Objects are not valid as a React child" Error

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2 min read
useState in React: `React.useState` vs `useState` Explained Like a Pro

useState in React: `React.useState` vs `useState` Explained Like a Pro

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2 min read
Mastering `useReducer` in React: A Step-by-Step Guide for Real-World State Management

Mastering `useReducer` in React: A Step-by-Step Guide for Real-World State Management

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2 min read
Mastering JSX Fundamentals in React: From Destructuring to Promises

Mastering JSX Fundamentals in React: From Destructuring to Promises

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2 min read
Mastering `useMemo` and `useCallback` in React: A Deep Dive

Mastering `useMemo` and `useCallback` in React: A Deep Dive

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3 min read
Mastering `useImperativeHandle` in React: A Step-by-Step Guide for Experts

Mastering `useImperativeHandle` in React: A Step-by-Step Guide for Experts

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2 min read
Mastering `useDebugValue` in React: Debug Smarter, Code Better

Mastering `useDebugValue` in React: Debug Smarter, Code Better

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3 min read
React + TypeScript: Simulating a Sine Wave with useEffect and useRef

React + TypeScript: Simulating a Sine Wave with useEffect and useRef

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2 min read
Mastering useRef with NodeJS.Timeout in React + TypeScript

Mastering useRef with NodeJS.Timeout in React + TypeScript

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2 min read
Mastering Mouse Events in React + TypeScript: Click, Drag, Hover and Beyond

Mastering Mouse Events in React + TypeScript: Click, Drag, Hover and Beyond

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2 min read
Demystifying `className` in React: HTML Attributes, TypeScript, and Styling Mastery

Demystifying `className` in React: HTML Attributes, TypeScript, and Styling Mastery

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2 min read
Mastering React Advanced Hooks with TypeScript: Simulating a Dynamic Equation System

Mastering React Advanced Hooks with TypeScript: Simulating a Dynamic Equation System

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3 min read
Mastering React Hooks with TypeScript: Simulating Cellular Behavior in a Functional Component

Mastering React Hooks with TypeScript: Simulating Cellular Behavior in a Functional Component

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2 min read
React + TypeScript: Using useEffect + useRef + Custom Props to Simulate a Math Function in Real-Time

React + TypeScript: Using useEffect + useRef + Custom Props to Simulate a Math Function in Real-Time

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2 min read
JSX in React: Unlocking Dynamic UI with Chemistry-Inspired Components

JSX in React: Unlocking Dynamic UI with Chemistry-Inspired Components

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2 min read
Understanding the "Object Literal May Only Specify Known Properties" Error in React + TypeScript

Understanding the "Object Literal May Only Specify Known Properties" Error in React + TypeScript

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2 min read
Do You Still Need to Import React in `.tsx` Files?

Do You Still Need to Import React in `.tsx` Files?

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2 min read
Building a React Counter with TypeScript: From useState to Mathematical Insight

Building a React Counter with TypeScript: From useState to Mathematical Insight

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2 min read
GitHub Flow in Action: Particle Physics Meets Git

GitHub Flow in Action: Particle Physics Meets Git

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3 min read
Trunk-Based Development Applied to Chemistry Simulations

Trunk-Based Development Applied to Chemistry Simulations

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3 min read
Real-World GitLab Flow with Math-Driven Development

Real-World GitLab Flow with Math-Driven Development

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3 min read
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