03-26-2025 06:51 PM
How to write code at an advanced level: 7 key techniques
DRY and KISS: Get rid of unnecessary things
DRY (Don’t Repeat Yourself) – don’t duplicate code, use functions, modules and templates.
KISS (Keep It Simple, Stupid) – the simpler the code, the easier it is to maintain.
Bad: nested if statements and repeating pieces of code.
Good: use early return, classes and reusable components.
Clean architecture: separate logic
Separate the code into layers:
Controllers – request processing
Services – business logic
Repositories – working with the database
SOLID and DDD principles will help you build a clear architecture.
Performance optimization: asynchronicity and databases
Working with APIs, files and databases should be asynchronous!
In Python – asyncio, multiprocessing
In JS – async/await
In Java – CompletableFuture
DB optimization:
Use indexes
Analyze queries (EXPLAIN ANALYZE)
Minimize the number of SQL queries
Code Review and style automation
Code review is not just a bug search, but an improvement in readability!
Comment not only on errors, but also on architectural decisions
Use linters (ESLint, Black, Pylint, Prettier)
Configure pre-commit hooks for automatic code checking.
Testing is not an option, but a necessity
Good code can be tested
Minimal stack:
Jest (JS)
PyTest (Python)
JUnit (Java)
80% test coverage reduces bug fixing by 2 times!
CI/CD and deployment automation
Set up CI/CD (GitHub Actions, GitLab CI, Jenkins)
Automate testing before deployment
Use Docker and Kubernetes
Less manual actions = fewer errors in production.
Documentation of code and processes
The larger the project, the more important the documentation.
Write meaningful comments
Create README and Wiki
Use Docstrings and Swagger for API
Rule: if you can't understand your code after a month, it is written poorly.
These 7 techniques will help you write better code:
Clean architecture
Performance and asynchrony
Automation and testing
Readability and documentation
Apply these principles and your code will run faster and be easier to maintain!