Choosing a technology stack for development for the Google mobile platform has always been a difficult task due to the huge number of available tools. The ecosystem Android has undergone tremendous changes in recent years, shifting the focus from legacy solutions to modern, secure and productive languages. If just a few years ago it dominated, today the landscape has changed dramatically, and the developer has to choose between native development, cross-platform frameworks and new declarative approaches. Java, then today the landscape has changed dramatically, and the developer has to choose between native development, cross-platform frameworks and new declarative approaches.

The decision on what to write in depends not only on the personal preferences of the programmer, but also on the requirements of a particular project, time to market and the teamโ€™s budget. It's important to understand the difference between creating high-performance games, enterprise applications, and simple utilities. In this article, we will take a detailed look at the main programming languages, integrated development environments (IDEs) and architectural patterns that are currently relevant.

The wrong choice of tool at the start can lead to technical debt that will be difficult to repay in the future. Therefore, before starting to write the first line of code, it is necessary to conduct an in-depth analysis of the available options. We'll look at the pros and cons of each approach so you can make an informed decision for your next project.

Kotlin Language: The Modern Industry Standard

Today Kotlin is the preferred language for Android development, which is officially confirmed by Google. This language runs on top of a virtual machine, which ensures full compatibility with existing libraries and frameworks written in Java. The main advantage of Kotlin is its brevity: the code is much shorter and more readable compared to its Java counterparts, which reduces the likelihood of errors. Java (JVM), which ensures full compatibility with existing libraries and frameworks written in Java. The main advantage of Kotlin is its brevity: the code is much shorter and more readable compared to its Java counterparts, which reduces the likelihood of errors.

One โ€‹โ€‹of the key features of the language is built-in support null-safetywhich helps to avoid famous errors NullPointerException at the compilation stage. Developers no longer need to write cumbersome value checks because the type system itself controls whether null can be passed. This makes applications more stable and secure for end users.

โš ๏ธ Attention: Despite full compatibility, mixing Kotlin and Java in the same project can make it difficult for new team members to debug and read the code. It is recommended to gradually migrate existing modules to Kotlin, and start new projects immediately on it.

The Kotlin ecosystem is constantly evolving thanks to the company JetBrains and the open community. The appearance of the library Jetpack Compose allowed us to create user interfaces in a declarative way using pure Kotlin without the need to access XML markup. This speeds up the layout process and makes the interface code more predictable and modular.

๐Ÿ’ก

Use coroutines in Kotlin to work with asynchronous tasks - this is a modern and effective replacement for outdated mechanisms like AsyncTask or RxJava.

Java: reliability and a huge knowledge base

Despite the shift in focus to Kotlin, the language Java remains the foundation of the Android platform and continues to be widely used in supporting legacy projects. Millions of lines of code in existing applications are written in this language, and abandoning it in the short term is not economically feasible for many large companies. Knowledge of Java is still a requirement for many jobs in mobile development.

The main advantage of Java is the stability and predictability of the behavior of the virtual machine. ART (Android Runtime). Over decades of use, almost all known compiler and runtime bugs have been identified and eliminated. For projects where long-term support and the availability of a huge number of ready-made solutions in repositories like Maven Centralare critical, Java remains an excellent choice.

However, beginners should take into account that Java syntax is more verbose. Implementing simple things like creating data classes or working with collections requires writing more boilerplate code. This can slow down the development speed compared to Kotlin, especially in the early stages of creating an application prototype.

  • ๐Ÿ“ฆ Libraries: A huge number of ready-made solutions and time-tested frameworks.
  • ๐Ÿ‘ฅ Community: Millions of developers ready to answer any question on the forums.
  • ๐Ÿข Speed: Slower speed of writing code due to verbose syntax.
  • ๐Ÿ”„ Migration: Difficulty implementing modern declarative UI approaches without using Kotlin.

If you plan to maintain the application for many years and hire developers of different skill levels, knowledge of Java will be a big plus. However, for startups and new projects where speed of iteration is important, this language may be a less effective tool.

๐Ÿ“Š What language are you planning to use for the new project?
Kotlin
Java
C++ (NDK)
Flutter/Dart
Other

C++ and Native Development Kit (NDK)

Using the language C++ in Android development is justified only in specific scenarios where maximum performance or access to low-end hardware is required. For this, a set of tools is used Android NDK (Native Development Kit), which allows you to compile code into native libraries, executed directly by the device processor.

Most often, C++ is used in the development of resource-intensive games on engines like Unity or Unreal Engine, as well as in applications for processing video, audio or working with cryptography. In such tasks, the overhead of the JVM can be critical, and direct memory access provides a significant benefit in system response speed.

However, development in C++ carries serious risks. The lack of automatic memory management (Garbage Collector) shifts the responsibility onto the programmer's shoulders, which often leads to memory leaks and unstable application operation (crashes). In addition, debugging native code is much more difficult and requires deep knowledge of processor architecture.

โš ๏ธ Attention: Do not use the NDK for normal application business logic. This will complicate support, increase the size of the APK file and deprive you of the security benefits of the managed Android environment.

Integration of C++ code occurs through a mechanism JNI (Java Native Interface)that acts as a bridge between Java/Kotlin managed code and native libraries. This process requires careful configuration of build files build.gradle and scripts CMake.

externalNativeBuild {

cmake {

path "src/main/cpp/CMakeLists.txt"

}

}

The use of native code is justified only when profiling has shown that the Kotlin or Java code cannot cope with the load. In 95% of cases, the standard capabilities of the platform are quite enough to create fast and responsive applications.

Cross-platform solutions: Flutter and React Native

When the task is to release an application simultaneously on Android and iOS, many teams turn to cross-platform technologies. The leaders in this niche are the framework from Google, which uses the language, and from Facebook, based on Flutter from Google using language Dart, And React Native from Facebook, based on JavaScript. These tools allow you to write code once and run it on different platforms, saving time and resources.

Flutter provides high performance thanks to its own rendering engine Skiathat draws every pixel on the screen. This gives the developer full control over the appearance of the application and ensures an identical display on different devices. However, the size of the final application may be larger than its native counterparts due to the built-in engine.

React Native uses native operating system components, which makes the interface more โ€œnativeโ€ for the user. The bridge between the JavaScript stream and native modules can become a bottleneck in complex animations, but for most typical applications this is not a critical problem. The choice between them often depends on the qualifications of the team: web developers prefer React Native, and those who like strong typing prefer Flutter.

Characteristics Native (Kotlin) Flutter React Native
Performance High Very high Medium/High
API access Full Through plugins Through a bridge
Application size Minimal More (engine) Average
Login complexity Average Low (for beginners) Low (for JS)
๐Ÿ’ก

Cross-platform development is ideal for startups with a limited budget, but for complex systems with unique hardware requirements it is better to choose a native stack.

Choice of a development environment (IDE) and tools

A properly selected development environment can significantly increase programmer productivity. The undisputed leader for native development is Android Studiobased on the platform IntelliJ IDEA. It provides a complete set of tools: from a visual layout editor to a powerful memory and processor profiler.

Android Studio has a built-in emulator that allows you to test applications on virtual devices with different screen characteristics and Android versions. This eliminates the need to have a fleet of physical phones for testing. The environment also supports Instant Run, which speeds up the process of making changes to the code.

To work with Flutter, it is also recommended to use Android Studio or VS Code with the appropriate plugins. VS Code is lightweight and fast, which attracts developers working with web technologies. However, for deep debugging of native parts of the code, the functionality of Android Studio remains unsurpassed.

It is important to set up a version control system Git and integrate it with remote repositories. This will allow the team to work on different features in parallel and merge changes safely. Modern IDEs have built-in support for Git, which makes it easier to manage branches and resolve conflicts.

โ˜‘๏ธ Setting up a workspace

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Architectural approaches and best practices

Choosing a language is only half the battle. The quality of the application directly depends on the chosen architecture. In modern Android development, architecture has become the de facto standard, often in conjunction with the Clean Architecture pattern. This separation of responsibilities makes the code testable, maintainable, and independent of changes in the interface. MVVM (Model-View-ViewModel), often in conjunction with the Clean Architecture pattern. This separation of responsibilities makes the code testable, maintainable, and independent of changes in the interface.

The use of library components Android Jetpack is mandatory for creating reliable applications. Components such as LiveData, ViewModel and Room (for working with the database), take on routine tasks of life cycle management and data storage. This allows the developer to focus on business logic.

Do not forget about the modularity of the project. Splitting the application into separate modules (feature modules) speeds up the build of the project and allows teams to work in isolation on different functions. This is especially important in large projects, where the time for a complete rebuild can reach tens of minutes.

โš ๏ธ Attention: The versions of the Android Jetpack libraries and build tools are updated regularly. Always check the official documentation before adding new dependencies to your project to avoid version conflicts.

Testing should be an integral part of the development process. Using frameworks JUnit for unit tests and Espresso for UI tests helps to identify errors at an early stage. Test automation saves time on manual checks before each release.

What is Dependency Injection?

This is a design pattern in which an object's dependencies are transferred from outside rather than created within it. In Android, the Hilt or Koin libraries are often used for this, which simplifies testing and managing complex dependency graphs.

Frequently asked questions (FAQ)

What is the easiest language for a beginner to learn for Android?

For beginners, the most accessible option is considered Kotlin. Its syntax is intuitive, less noise than Java, and has excellent documentation. In addition, most modern educational materials and courses are focused specifically on this language.

Is it possible to write Android applications in Python?

Technically, this is possible using tools like Kivy or BeeWare, but such applications are often large in size, low performance and non-standard appearance. For professional development, this approach is not recommended.

Do you need to know XML for development in 2026?

Knowledge of XML is useful for understanding old projects and working with resources (strings, colors, styles). However, to create interfaces, it is increasingly used Jetpack Compose, which allows you to layout the UI exclusively on Kotlin code, gradually displacing XML from this area.

How long does it take to create the first simple application?

With basic programming knowledge and using modern tools, creating a simple application (for example, a task list or weather) can take several days to two weeks. The speed greatly depends on the complexity of the functionality and the experience of the developer.

Is it necessary to have a physical Android device for development?

No, it is not necessary. The emulator in Android Studio copes well with most testing tasks. However, having a physical device is useful for testing the operation of a sensor, camera, GPS and assessing real performance on hardware.