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FEATURED CONTENT
Decorator Pattern Explained Simply
During application development, we often encounter situations where we need to add new functionalities to an existing one. However, doing so can lead to unpredictable errors. This is because when modifying the code of an old function to accommodate a new one, we need to minimize the possibility of the added functionality affecting shared variables.
In this case, you should use the Decorator design pattern to implement the modifications. Simply put, the Decorator pattern allows you to add new behavior to an object without affecting the behavior of other objects within the same class.
1. Problem
Imagine that you have a Customer with a property called Cart and behaviors like AddToCart and CheckOut. In a typical workflow, the user will add products to their Cart and then perform CheckOut. Once the CheckOut information is successful, the order details will be sent to your warehouse for shipping.

However, according to new customer demands, a faster shipping carrier is added. Now, customers can choose between the traditional shipping carrier and the faster one. At this point, you might think of modifying the CheckOut process to add a condition: if the customer selects a different shipping carrier, you will execute a different CheckOut behavior.
But if more shipping carriers are added in the future, managing the code will become increasingly difficult due to the numerous conditions and behaviors being added. Therefore, it's best if these new behaviors are added using a Decorator.
By creating a base decorator class that wraps the Customer object, we can rewrite the CheckOut behavior with the newly added processing while still preserving the original behavior of the Customer object.

2. Usage examples (Decorator Pattern)
I will write a code snippet to illustrate how to use the decorator in the above scenario as follows:
Cart.cs
namespace Decorator
{
public class Cart
{
public List Products { get; private set; } = [];
public void AddProduct(string product)
{
Products.Add(product);
}
public string Details()
{
return string.Join(", ", Products);
}
}
}
Customer.cs
namespace Decorator
{
public abstract class Customer
{
public Cart Cart { get; set; } = new();
public virtual void AddToCart(string product)
{
Cart.AddProduct(product);
}
public abstract void CheckOut();
}
}
DecoratorCustomer.cs
namespace Decorator
{
public abstract class DecoratorCustomer : Customer
{
protected Customer? _customerComponent;
public DecoratorCustomer(Customer customerComponent)
{
_customerComponent = customerComponent;
}
public override void CheckOut()
{
if (_customerComponent != null)
{
_customerComponent.CheckOut();
}
}
}
}
DecoratedCustomer.cs
namespace Decorator
{
public class DecoratedCustomer : DecoratorCustomer
{
private string _deliveryProvider { get; set; } = "Default delivery";
public DecoratedCustomer(Customer customerComponent) : base(customerComponent)
{
}
public void AddDeliveryInfo(string deliveryProvider)
{
_deliveryProvider = deliveryProvider;
}
public override void CheckOut()
{
Console.WriteLine("Delivery information");
// Get delivery time based on the delivery provider
GetDeliveryInfo();
base.CheckOut();
}
private void GetDeliveryInfo()
{
Console.WriteLine($"Delivery provider: {_deliveryProvider}");
if (_deliveryProvider.Contains("Express"))
Console.WriteLine("Delivery time: 1 day");
else
Console.WriteLine("Delivery time: 2-3 days");
}
}
}
ConcreteCustomer.cs
namespace Decorator
{
public class ConcreteCustomer : Customer
{
public override void CheckOut()
{
Console.WriteLine($"Checkout information: {Cart.Details()}");
}
}
}
Program.cs
using Decorator;
// Default customer checkout information
ConcreteCustomer customer = new();
customer.AddToCart("Fridge");
customer.AddToCart("Washing machine");
customer.AddToCart("Oven");
customer.AddToCart("Microwave");
customer.CheckOut();
Console.WriteLine("======#==#======");
// Decorated customer checkout information
DecoratedCustomer decoratedCustomer = new(customer);
decoratedCustomer.AddDeliveryInfo("Express delivery");
decoratedCustomer.CheckOut();
Console.WriteLine("======#==#======");
The result after executing the program is as follows:

As you can see, initially the information checked out only included the Cart details. After being decorated, the checkout process can now output the shipping carrier information as well.
By implementing the above, you can customize the behaviors of an object to suit various use cases while maintaining the stability and integrity of the object. However, I also recognize that a certain level of knowledge is required to apply this architecture effectively because the overall structure can spread the functionality across multiple files, making it more challenging to read and understand. Developers need to carefully consider suitable architectures to apply to their projects to minimize potential errors.
Whether you need scalable software solutions, expert IT outsourcing, or a long-term development partner, ISB Vietnam is here to deliver. Let’s build something great together—reach out to us today. Or click here to explore more ISB Vietnam's case studies.
Reference:
AWS Certified Cloud Practitioner (CLF-C02) - Everything You Need to Know About the Exam Outline
Discover the complete outline of the AWS Certified Cloud Practitioner CLF-C02 exam, including structure, domain weightings, and target candidates. A beginner-friendly guide to preparing for your first AWS certification.
Introduction
Are you interested in cloud computing but don't know where to start? The AWS Certified Cloud Practitioner certification is often the perfect first step into the world of Amazon Web Services (AWS) cloud technology. This entry-level certification validates your basic understanding of AWS cloud concepts without requiring any hands-on technical experience or programming skills.
The AWS Certified Cloud Practitioner (CLF-C02) exam is designed for individuals who can demonstrate overall knowledge of the AWS Cloud, regardless of their specific job role. It proves that you understand the fundamental concepts of cloud computing and how AWS can benefit businesses and individuals.
This is the first post in my series about the CLF-C02 exam. Today, we'll focus on the exam outline - giving you a complete overview of what the certification covers, who it's for, and how it's structured. Future posts will dive deeper into each of the four main content areas with more detailed explanations and study tips.
What's New in CLF-C02 vs CLF-C01?
If you've studied for the previous version (CLF-C01), the CLF-C02 has some key updates:
- Streamlined content: Removed migration strategies and cloud adoption frameworks (now covered in higher-level exams)
- Updated security focus: More emphasis on compliance and modern security tools
- Enhanced global infrastructure: Better coverage of Regions, Availability Zones, and edge locations
- Current services: Includes newer AWS offerings and pricing models
The CLF-C02 focuses more on core concepts while reducing implementation details.
Overview of the Exam
Who Should Take This Exam?
The AWS Certified Cloud Practitioner exam is targeted at people who have up to 6 months of exposure to AWS Cloud concepts through work, self-study, or casual interaction with cloud technologies. You might be:
- Someone just starting their career in cloud computing
- Working in IT support or operations with occasional AWS exposure
- A business professional who needs to understand cloud basics
- A student or career changer exploring cloud technology options
Important Note: This exam does NOT require you to perform technical tasks like coding, designing complex cloud architectures, troubleshooting systems, implementing solutions, or conducting performance testing. It's about understanding concepts, not hands-on skills.
Recommended Knowledge Areas
Before taking the exam, you should be familiar with:
- AWS Cloud Concepts - Basic ideas about cloud computing
- Security and Compliance in AWS - How AWS handles data protection and regulatory requirements
- Core AWS Services - Main offerings for computing, storage, and networking
- Economics of the AWS Cloud - Cost structures and financial benefits
- Shared Responsibility Model - Understanding the boundaries of responsibility between AWS and customers
Exam Format and Scoring
The CLF-C02 exam consists of 65 questions (50 scored questions and 15 unscored questions that are unmarked and used by AWS for future exam development). You won't know which questions are unscored.
Question Types:
- Multiple choice: One correct answer out of four options
- Multiple response: Two or more correct answers out of five or more options
You have 90 minutes to complete the exam, and there's no penalty for guessing wrong answers.
Scoring System:
- Results are reported as a scaled score from 100-1000
- Minimum passing score is 700
- The exam uses "compensatory scoring," meaning you don't need to pass each section individually - your overall performance across all questions determines if you pass
Content Structure - The 4 Main Domains
The exam is organized into four content domains, each with a different percentage weighting. This means some areas have more questions than others.
Exam Domains Overview:
| Domain | Main Content | Weighting |
|---|---|---|
| Cloud Concepts | Benefits, Well-Architected Framework, Cloud Economics | 24% |
| Security and Compliance | Shared Responsibility, IAM, Security Services | 30% |
| Cloud Technology and Services | Core services: Compute, Storage, Network, Databases | 34% |
| Billing, Pricing, and Support | Pricing models, Cost tools, Support plans | 12% |
Domain 1: Cloud Concepts (24% of scored content)
This domain focuses on the fundamental benefits and principles of cloud computing.
Key Topics:
- Benefits of AWS Cloud: Understanding advantages like global reach (data centers worldwide), speed of deployment (quick setup), high availability (services stay running), elasticity (scale up/down as needed), and agility (adapt quickly to changes)
- Design Principles: Learning about the AWS Well-Architected Framework, which includes six pillars: operational excellence (efficient operations), security (data protection), reliability (consistent performance), performance efficiency (optimal resources), cost optimization (spending wisely), and sustainability (environmental responsibility)
- Cloud Economics: Understanding cost differences between traditional on-premises systems (fixed costs) versus cloud (variable costs), licensing options, and benefits like economies of scale (cost savings from large-scale operations)
Domain 2: Security and Compliance (30% of scored content)
Security is one of the largest domains, showing how important it is in cloud computing.
Key Topics:
- Shared Responsibility Model: AWS and customers each handle different security aspects. For example, AWS secures the underlying infrastructure, while customers secure their data and applications
- Security Concepts: Encryption concepts at a high level (data protection), compliance requirements, and monitoring tools
- Access Management: Using AWS Identity and Access Management (IAM) for user permissions, including high-level understanding of IAM users, groups, roles, and permission policies, plus multi-factor authentication (MFA) for extra security
- Security Services: Tools like AWS Shield (DDoS protection), Amazon GuardDuty (threat detection), AWS Security Hub (security monitoring), and AWS Config (resource compliance checking)
Domain 3: Cloud Technology and Services (34% of scored content)
This is the largest domain and covers AWS's core offerings.
Key Topics:
- Deployment Methods: Using the AWS Management Console (web interface), APIs (programming interfaces), CLI (command-line tools), and infrastructure as code (automated setup)
- Global Infrastructure: Understanding Regions (geographic areas), Availability Zones (data centers within regions), Local Zones (extensions of AWS services closer to users for low-latency workloads), and edge locations (content delivery points). Benefits include high availability through multiple Availability Zones, disaster recovery capabilities, and compliance with data sovereignty requirements
- Compute Services: Amazon EC2 (virtual servers), container services like Amazon ECS/EKS, serverless computing with AWS Lambda, and auto scaling (automatic resource adjustment)
- Database Services: Relational databases (Amazon RDS), NoSQL databases (DynamoDB)
- Network Services: Amazon VPC (virtual private cloud), security groups (firewalls), Amazon Route 53 (DNS service), and connectivity options like AWS VPN
- Storage Services: Amazon S3 (object storage), EBS (block storage for servers), EFS (file storage), and lifecycle policies (automatic data management)
- Analytics and AI/ML: Basic awareness of services like Amazon QuickSight (data visualization) and Amazon SageMaker (machine learning) - you just need to recognize these at a high level, not detailed usage
Domain 4: Billing, Pricing, and Support (12% of scored content)
This smaller domain covers the business side of AWS.
Key Topics:
- Pricing Models: On-Demand (pay as you go), Reserved Instances (discount for long-term commitment), Spot Instances (bid for unused capacity), and Savings Plans (flexible pricing discounts)
- Cost Management: Using AWS Cost Explorer (spending analysis), AWS Budgets (spending alerts), and cost allocation tags (tracking expenses by department/project)
- Support Options: Different AWS Support plans (Basic, Developer, Business, Enterprise, and Enterprise On-Ramp), AWS Marketplace (third-party tools), and resources like AWS re:Post (community forum) and Trusted Advisor (optimization recommendations)
Preparation Tips
Since this is a foundational certification, you don't need extensive technical experience. Focus on understanding concepts rather than implementation details. Here are some practical CLF-C02 study guide tips:
- Official Resources: Start with the free AWS whitepapers, documentation, and AWS Skill Builder training
- Official Sample Questions: AWS provides a free set of CLF-C02 practice questions to help you get familiar with the exam format
- Practice Exams: Take additional sample questions to build confidence
- Hands-On Practice: Use the AWS Free Tier (free services for new users) to experiment
- Study Time: Plan for 2-4 weeks of preparation if you're new to cloud concepts
- Focus Areas: Pay special attention to the Well-Architected Framework and shared responsibility model - these appear frequently
For more AWS Cloud Practitioner exam tips, check out official AWS training paths and community forums.
Conclusion
The AWS Certified Cloud Practitioner certification provides a solid foundation for anyone interested in cloud computing. With its focus on fundamental concepts across four balanced domains - Cloud Concepts, Security and Compliance, Technology and Services, and Billing and Support - it ensures you understand both the technical and business aspects of AWS.
This certification doesn't require deep technical skills, making it accessible for beginners while still being valuable for career advancement. Whether you're looking to start a cloud career, improve your current role, or simply understand modern IT infrastructure, the CLF-C02 is an excellent starting point.
In the next post, we'll dive deep into Domain 1: Cloud Concepts, exploring the specific benefits of AWS Cloud and real-world examples of how businesses leverage these advantages. Stay tuned, and feel free to ask questions about this exam outline in the comments!
Have you taken the CLF-C02 exam? What surprised you most about the content? Share your experience below!
Whether you need scalable software solutions, expert IT outsourcing, or a long-term development partner, ISB Vietnam is here to deliver. Let’s build something great together—reach out to us today. Or click here to explore more ISB Vietnam's case studies.
References
[1]. AWS Certified Cloud Practitioner. Retrieved from https://aws.amazon.com/certification/certified-cloud-practitioner/
Modern Flutter UI Design Patterns for 2025
Modern Flutter UI/UX Patterns
Flutter UI is evolving fast. In 2025, users expect smooth animations, responsive layouts, clean structure, and adaptive design across all platforms (mobile, web, desktop).
Here are the modern UI/UX patterns that every Flutter developer should follow.
Component-Driven UI (CDU)
Instead of building pages first, build reusable components:
- Buttons
- Cards
- Form fields
- Bottom sheets
- Custom app bars
Then compose them into screens.
This reduces UI duplication and improves long-term maintainability.
Tip: Create a ui/ or components/ folder to organize everything.
Design Tokens (2025 Standard)
Your UI system should rely on:
- Colors
- Spacing
- Typography
- Corner radius
- Shadows
All defined in one place.
Dart:
class AppSpacing {
static const s = 8.0;
static const m = 16.0;
static const l = 24.0;
}
Tokens = clean, consistent design.
Advanced Theming with ColorScheme + Material 3
M3 is fully mature in 2025.
Use:
- ColorScheme.fromSeed()
- Dynamic color harmonization
- Light/dark adaptive palettes
This gives your app a modern, unified look with almost no work.
Motion-First Design
Micro animations are expected in every modern app:
- Smooth transitions
- Subtle scaling on tap
- Slide-in content
- Animated icons
- Hero animations for navigation
Use:
ImplicitlyAnimatedWidgetsAnimationController+TweenMotionpackages (ex: Flutter Animate)
Rule: Animation should feel invisible but make the experience smoother.
Layouts Built for Multi-Platform
Mobile-only UIs feel outdated.
2025 apps must adapt beautifully to:
- Phones
- Tablets
- Desktops
- Web
Use:
LayoutBuilderMediaQueryBreakpoints(custom or via packages)ResponsiveGridorFlexiblepatterns
Your UI should scale, not stretch.
Declarative Navigation (go_router or Routemaster)
Modern apps use:
- Deep linking
- URL-based routing
- Typed params
- Clean navigation stacks
go_router is the 2025 standard.
State + UI Separation
UI must be clean.
Logic must be separate.
Recommended patterns:
- Riverpod (current best choice in 2025)
- Bloc (enterprises still love it)
- Clean architecture (for large-scale apps)
Your widgets should:
- Render UI
- Subscribe to state
- Handle user input
Skeleton Loading + Shimmer Effects
Users expect:
- Instant feedback
- Placeholder UI
- Smooth loading skeletons
Skeleton UIs became default UX for 2025 apps.
Adaptive Dark Mode
Not just dark/light toggle.
Modern apps support:
- Device theme
- AMOLED true black for battery saving
- Adaptive elevation overlays
Dark mode must be a first-class citizen.
Consistency with Design Systems (Figma → Flutter)
A modern workflow is:
- Build design system in Figma
- Export tokens
- Map to Flutter (ColorScheme, TextTheme, Elevation)
- Auto-sync future updates
Use tools like:
- Figma Tokens
- FlutterGen
- Build your own mapping classes
This ensures a unified UI between design and code.
Conclusion
By integrating these modern UI/UX patterns, developer can build Flutter applications that not only look contemporary but are also efficient to develop, easy to maintain, and truly delightful for users on any platform.
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Contact IVC for a free consultation and discover how we can help your business grow online.
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Architecting Production-Ready Flutter Plugins
Introduction
Flutter excels at rendering a declarative UI at 60fps, but it remains a guest on the host operating system. When an application requires access to platform-specific APIs—such as low-energy Bluetooth, obscure biometric sensors, or background process management—we must bridge the gap between the Dart runtime and the native host.
While the MethodChannel API is the foundational transport layer, building a scalable, maintainable plugin requires more than just passing strings back and forth. This post details the architecture and engineering standards for building production-grade Flutter plugins, focusing on the Federated Architecture, Type Safety, and Concurrency.
How to implement
The Federated Plugin Architecture
For production systems, monolithic plugins (where Android, iOS, and Dart code reside in one package) are discouraged. The industry standard is the Federated Plugin Architecture. This pattern decouples the API definition from the platform implementations, enabling independent scalability and testing.
The Structure
A federated plugin is split into multiple packages, typically organized in a monorepo:
plugin_name(App-Facing): The entry point for consumers. It forwards calls to the default platform instance.plugin_name_platform_interface: Contains abstract base classes and data models. This ensures all platform implementations adhere to the same contract.plugin_name_android/plugin_name_ios: The concrete implementations for specific platforms.
Benefits:
- Isolating Dependencies: Android-specific Gradle dependencies do not leak into the Web or iOS implementations.
- Testability: The platform_interface allows you to inject mock implementations during Dart unit tests without needing a simulator.
Enforcing Type Safety with Pigeon
The raw MethodChannel relies on Map<String, dynamic> and untyped standard message codecs. This is brittle; a typo in a map key or a mismatched data type causes runtime crashes (ClassCastException) rather than compile-time errors.
The Solution: Pigeon.
Pigeon is a code generation tool that creates type-safe bridges between Dart and Native code. It generates the serialization logic, ensuring that data contracts are respected across boundaries.
Step A: Define the Schema (Dart)
Create a standalone Dart file (e.g., pigeons/messages.dart) to define the API.
Dart:
import 'package:pigeon/pigeon.dart';
@ConfigurePigeon(PigeonOptions(
dartOut: 'lib/src/messages.g.dart',
kotlinOut: 'android/src/main/kotlin/com/example/plugin/Messages.g.kt',
swiftOut: 'ios/Classes/Messages.g.swift',
kotlinOptions: KotlinOptions(package: 'com.example.plugin'),
))
class CompressionConfig {
int? quality;
String? format; // 'jpeg' or 'png'
}
class CompressionResult {
Uint8List? data;
String? error;
}
@HostApi()
abstract class ImageCompressorApi {
@async
CompressionResult compress(Uint8List rawData, CompressionConfig config);
}
Step B: Generate the Protocol
Running the Pigeon generator produces:
- Dart: An abstract class used by your plugin logic.
- Kotlin: An interface (ImageCompressorApi) to implement.
- Swift: A protocol (ImageCompressorApi) to conform to.
Android Implementation (Kotlin)
Modern Android plugins should be written in Kotlin and must handle lifecycle awareness and threading correctly.
The generated Pigeon interface simplifies the setup. Note the use of Coroutines to move work off the main thread.
Kotlin:
import io.flutter.embedding.engine.plugins.FlutterPlugin
import kotlinx.coroutines.*
class ImageCompressorPlugin : FlutterPlugin, ImageCompressorApi {
private val scope = CoroutineScope(Dispatchers.Main)
override fun onAttachedToEngine(binding: FlutterPlugin.FlutterPluginBinding) {
// Wire up the generated Pigeon API
ImageCompressorApi.setUp(binding.binaryMessenger, this)
}
override fun compress(
rawData: ByteArray,
config: CompressionConfig,
result: Result<CompressionResult>
) {
// MOVE TO BACKGROUND THREAD
scope.launch(Dispatchers.Default) {
try {
val compressedData = NativeCompressor.process(rawData, config.quality)
val output = CompressionResult(data = compressedData)
// Return to Main Thread to send result back to Flutter
withContext(Dispatchers.Main) {
result.success(output)
}
} catch (e: Exception) {
withContext(Dispatchers.Main) {
result.error(e)
}}
}
}
override fun onDetachedFromEngine(binding: FlutterPlugin.FlutterPluginBinding) {
ImageCompressorApi.setUp(binding.binaryMessenger, null)
scope.cancel() // Prevent memory leaks
}
}
Key Engineering Consideration: If your plugin requires Activity references (e.g., for startActivityForResult or Permissions), your plugin class must implement ActivityAware. Do not rely on the deprecated Registrar.
iOS Implementation (Swift)
iOS implementation follows a similar pattern using Swift protocols and Grand Central Dispatch (GCD).
Swift:
import Flutter
import UIKit
public class SwiftCompressorPlugin: NSObject, FlutterPlugin, ImageCompressorApi {
public static func register(with registrar: FlutterPluginRegistrar) {
let messenger = registrar.messenger()
let api = SwiftCompressorPlugin()
// Wire up the generated Pigeon API
ImageCompressorApiSetup.setUp(binaryMessenger: messenger, api: api)
}
func compress(
rawData: FlutterStandardTypedData,
config: CompressionConfig,
completion: @escaping (Result<CompressionResult, Error>) -> Void
) {
// MOVE TO BACKGROUND QUEUE
DispatchQueue.global(qos: .userInitiated).async {
do {
let data = try NativeCompressor.process(rawData.data, quality: config.quality)
let result = CompressionResult(data: data, error: nil)
// Callback is thread-safe in Pigeon generated code,
// but explicit main queue dispatch is good practice for UI work
DispatchQueue.main.async {
completion(.success(result))
}
} catch {
completion(.failure(error))
}
}
}
}
Performance and Concurrency
A common bottleneck in plugin development is blocking the Platform Thread.
- The Issue: Flutter's Platform Channels invoke native methods on the host's Main Thread (UI Thread).
- The Consequence: If you perform JSON parsing, Bitmap decoding, or File I/O directly in the handler, the entire device UI (not just the Flutter app) will freeze (Jank).
- The Fix: Always offload operations exceeding 16ms to a background thread (using Dispatchers.IO in Kotlin or DispatchQueue.global in Swift) immediately upon receiving the call.
Testing Strategy
Robust plugins require a layered testing approach.
Unit Tests (Dart)
Mock the platform interface. Because we decoupled the logic, we can test the Dart transformation layers without an emulator.
Dart:
class MockApi implements ImageCompressorApi {
@override
Future<CompressionResult> compress(Uint8List rawData, CompressionConfig config) async {
return CompressionResult(data: rawData); // Echo back for testing
}
}
void main() {
test('Controller transforms data correctly', () async {
final api = MockApi();
// Inject API into controller and assert logic
});
}
Integration Tests (On-Device)
Use the integration_test package to verify the full round-trip. This ensures the native compilation and linking are correct.
Summary
Building a plugin is not just about making it work; it is about making it safe and scalable.
- Federate: Split your logic from your platform implementations.
- Strict Typing: Use Pigeon to eliminate runtime serialization errors.
- Thread Management: Never block the Main Thread; offload heavy lifting immediately.
- Lifecycle: Manage Activity attachment and detachment cleanly to avoid leaks.
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