Articles & Insights

A comprehensive collection of my thoughts on AI infrastructure, frontend architecture, and technology scaling.

2026-07-03

Mastering Rate Limiting: Choosing the Right Algorithm for Enterprise System Design

Protect your enterprise backend from traffic spikes and abuse. Learn how Token Bucket, Leaky Bucket, Fixed Window, and Sliding Window algorithms work under the hood, with real-world examples and strategic selection criteria.

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Clean Architecture in Flutter: Building Scalable Applications with Riverpod

App DevelopmentEngineering

2026-06-08

8 min read

Clean Architecture in Flutter: Building Scalable Applications with Riverpod

Learn how Clean Architecture helps Flutter developers build scalable, maintainable, and testable applications. Explore Data, Domain, and Presentation layers with a practical Riverpod-based example.

Picking the Right Database: Architecture Over Hype

Choosing a database isn't about picking the trendiest technology. From a Computer Engineer’s perspective, it’s about aligning your data system's structural requirements, scaling goals, and access patterns with the right architectural design. Here is how to map out and choose the perfect database for your next system.

The Problem Solving: Moving Beyond Guesswork

True problem solving isn’t about being the smartest person in the room or guessing the right answer on the first try. It is about applying a structured, repeatable framework to break down chaos into manageable, technical systems. Here is how to approach any complex challenge with an engineering mindset.

Demystifying ROOM Models and DAOs: An Architecture Guide for Local-First Flutter Apps

Many mobile developers treat local databases as an afterthought. From a Computer Engineer’s perspective, mastering local relational architectures, specifically ROOM models, DAOs, and offline synchronization, is what separates a simple interface from a scalable, production-ready system. Here is how to implement these patterns natively in Flutter

Why Flutter Became My Framework of Choice: A Computer Engineer’s Perspective

From mobile apps and web platforms to board games and scalable software systems, Flutter has become my preferred framework for modern development. This article explores why I chose Flutter, what makes it unique, where it excels, where it falls short, and how it transformed the way I build software.

MVVM Explained: Separating UI, State, and Business Logic in Flutter

Learn how the MVVM (Model-View-ViewModel) architecture pattern helps Flutter developers build scalable, maintainable, and testable applications. Discover the roles of Models, Views, and ViewModels, and see how Riverpod and Bloc fit naturally into modern MVVM implementations.

Why I Choose Flutter and Flame for Building 2D Games and Board Games

Discover why Flutter and Flame have become my preferred technology stack for developing 2D games and digital board games. From cross-platform deployment and rapid development to powerful rendering and maintainable architecture, learn how this combination accelerates game development without sacrificing performance.

Agile Explained: Building Better Software Through Collaboration and Adaptability

Agile transformed software development by prioritizing collaboration, adaptability, and continuous delivery over rigid planning. Learn what Agile is, why it emerged, how Scrum works, and why modern engineering teams rely on Agile to build successful products.

The Complete Backend Engineering Guide

Everything you need to crack a backend interview — from REST semantics to distributed systems, real-time architecture, and the tricky gotchas that separate great engineers from good ones

Dependency Injection Explained: From Concept to Production Code

Dependency Injection is the design pattern that separates what your code does from how it gets what it needs. Learn the core concept, all three injection types, and see real examples in Dart/Flutter, JavaScript, and Python, from manual DI to full framework implementations.

Beyond MVC: Understanding MCS and MCRS Architecture for Large-Scale Applications

Most developers start with MVC and never look back — until their Controllers become a nightmare. Learn how architecture evolves from MVC to MCS to MCRS, with real code examples showing exactly what each layer does and why the separation matters at scale.

Git & GitHub: The Complete Professional Guide

Everything you need to master Git and GitHub — from first-time setup to force pushing like a pro. Covers branching, merging, rebasing, stashing, reset, revert, conventional commits, Git LFS, and the professional team workflow. Treat this as your permanent reference documentation.

Mastering Dart Tear-offs: Why Constructor.new is the Future of Flutter State Management

Stop wrapping your Riverpod Notifiers in unnecessary anonymous functions. Learn how the .new syntax (Constructor Tear-offs) makes your Flutter code cleaner, faster, and more professional.

Riverpod: The Modern Way to Manage Flutter State

Taking your Flutter apps to the next level with Riverpod's compile-safe and flexible architecture.

AI/ML for Beginners: Your Path to Intelligence

Demystifying Artificial Intelligence and Machine Learning. A clear roadmap for developers looking to break into the field.

Flutter & Provider: Mastering Simple State Management

Why Provider remains the most reliable and straightforward way to manage state in your Flutter applications.

Beyond the Commit: Why Deployment is the Last Mile

If your code isn't live, it doesn't exist. Discover why mastering deployment is the mark of a professional engineer.

Rust & Axum: Why I Built My Portfolio Backend with the 'Ferrari' of Frameworks

Building a portfolio isn't just about showing off work; it's about showing off standards. Here is why I chose Axum and Rust for a backend that is faster than yours and impossible to break.

Blueprints Before Bricks: Why Architecture is Your Project’s Pulse

Speed is a vanity metric if your foundation is crumbling. Learn why choosing the right architecture is the ultimate developer superpower.

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