Django, React, Flutter, Python scripting and more
70 articles
Breaking changes are sometimes unavoidable, but they don't have to drive users away. Learn how to introduce major API changes in an open source library with proper planning, semantic versioning, migration guides, deprecation strategies, and clear communication.
Is your Flutter app calling APIs every time the UI rebuilds? Learn why FutureBuilder repeatedly fetches data, how Flutter's rebuild mechanism works, and the best practices for caching futures, managing state, and improving app performance.
Choosing an authentication provider is one of the most important architectural decisions for a SaaS application. Compare Clerk and Auth0 across pricing, developer experience, scalability, rate limits, customization, security, and long-term maintenance to make an informed choice.
Deprecating APIs in an open source library without frustrating users requires careful planning, communication, and compatibility. Learn proven strategies for managing API deprecations, semantic versioning, migration guides, and smooth upgrade paths.
JWT authentication works perfectly in development but starts returning intermittent "Token Expired" errors under production load. Learn the real causes, including clock drift, queue delays, load balancing, refresh token issues, and how to build resilient authentication systems in FastAPI.
Are your Django signals firing multiple times unexpectedly? Learn the common causes, including duplicate signal registration, recursive saves, development server behavior, and how to prevent duplicate executions with practical examples.
Are Flutter Navigator 2.0 deep links breaking when users press the Android Back button? Learn the common causes, routing mistakes, RouterDelegate pitfalls, and practical solutions to build reliable deep linking navigation.
A great contributor guide does more than explain how to submit code—it helps new contributors create pull requests that maintainers can review and merge quickly. Learn how to write a practical CONTRIBUTING.md that reduces onboarding friction, improves code quality, and grows your open source
Experiencing unexplained CPU spikes in your Node.js service? Learn how to use Clinic.js Flame to identify performance bottlenecks, interpret flame graphs, optimize hot code paths, and improve application responsiveness without relying on guesswork.
Is your React component showing outdated state after calling setState inside an async event handler? Learn how automatic batching works in modern React, why state updates appear delayed, and how to write predictable, bug-free state management code.
Your Django application performs well during development but slows dramatically in production as data grows. The issue may not be the ORM itself—it may be that your queries aren't using database indexes efficiently. Learn why indexes are ignored, how to identify slow queries, and how to optimize
Some of the most difficult software bugs only occur in environments you can't easily recreate. Different operating systems, browsers, hardware, configurations, dependencies, or production data can make reproduction nearly impossible. Learn practical strategies for narrowing the gap