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Isaac Tonyloi - SWE
Isaac Tonyloi - SWE

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How to Get Familiar with an Existing Codebase

So, you've been hired into this new team as a full-time software engineer or contractor. Congratulations! Now comes the inevitable part that every developer faces: getting familiar with an existing codebase. It can feel like walking into a maze with no map, but with the right mindset and approach, you’ll find your way and start contributing confidently. Here are some practical steps to help you hit the ground running.

1. Understand the Project Overview First

Before diving into the code, it’s crucial to grasp the project’s high-level purpose. What problem does it solve? Who are the users? Take some time to read through the project documentation if available, especially the README, design docs, and any architectural diagrams. If the team has onboarding materials, use them to get a general understanding of the business logic and system architecture. This will give you context when you start digging into the actual code.

2. Start with the End in Mind

Talk to your team or manager and ask what parts of the codebase you’ll be working on first. Knowing which areas of the code are most relevant to your role can save you from trying to understand everything at once. Focus on the components, modules, or services related to your upcoming tasks. This way, you can gradually expand your understanding instead of overwhelming yourself.

3. Set Up the Development Environment

One of the first things you'll need to do is set up the project on your local machine. This process itself can teach you a lot about the codebase, such as the frameworks and tools being used. Follow the setup guides carefully and take notes if you encounter any issues—this can be useful for future troubleshooting or even contribute to improving the setup documentation.

4. Run the Application and Explore the Flow

Once your environment is set up, try running the application. Use the app like an end-user, exploring different features and functionality. This hands-on experience will help you understand how different parts of the codebase map to the product’s features. As you interact with the app, make mental notes about any files, services, or APIs that are mentioned in logs or console outputs.

5. Read the Code in Layers

When you start reading the code, avoid the temptation to understand every file or line immediately. Instead, take a layered approach:

  • Top-Level Structure: Begin by understanding the folder structure and main files. Which directories contain business logic, APIs, or services? Is there a separation between frontend and backend code?
  • Data Flow: Trace how data flows through the system. How are requests handled? Where do they originate, and how are they processed?
  • Key Classes and Functions: Identify core classes, controllers, or key business logic functions. These are the backbone of the application and often hold the most important logic.

6. Leverage Version Control History

Version control tools (e.g., Git) offer a wealth of information about the codebase’s history. Reviewing the commit history can help you understand how certain parts of the code evolved. Look at the most recent commits, major feature implementations, and bug fixes. This will give you an idea of what’s actively changing in the codebase and where the team is currently focused.

7. Ask Questions and Seek Help from Colleagues

Don’t hesitate to reach out to your teammates when you hit roadblocks. Remember, no one expects you to know everything right away, and asking questions is part of the learning process. Find out who the subject matter experts are for different parts of the codebase. Sometimes a short chat can save hours of digging through unfamiliar code.

8. Look for Tests

Tests are your friend when learning a new codebase. Unit tests, integration tests, and end-to-end tests all provide valuable insights into how different parts of the system interact. Start by reading the tests for the part of the codebase you’ll be working on. Tests often describe the intended behavior of a feature more clearly than the code itself.

9. Contribute Incrementally

When it’s time to make your first contributions, start small. Tackle a bug fix or make a minor enhancement. This gives you the chance to navigate the code, understand the contribution process, and receive feedback on your work—all without the pressure of taking on a huge task. With each contribution, your knowledge of the codebase will grow, and soon enough, you’ll feel more confident handling bigger changes.

10. Document What You Learn

As you go through this learning journey, take notes! Document your findings about the codebase, whether it’s about how certain components interact, odd quirks in the setup, or areas of the code that are particularly complex. Sharing your notes with the team could also help onboard future new hires and improve the documentation.

Getting familiar with an existing codebase is a process that takes time, but with the right approach, you can ease the learning curve and become a productive team member more quickly.

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