patterns▌

Production-grade Laravel architecture patterns for scalable, maintainable applications.

Idiomatic Rust patterns and best practices for building safe, performant, and maintainable applications.

Battle-tested Mapbox style patterns and layer configurations for six common mapping scenarios. \n \n Includes ready-to-use JSON layer configurations for restaurant finders, real estate, data visualization, navigation, dark mode, and delivery/logistics maps \n Provides decision tree for selecting the right pattern based on content type, environment, user action, and platform \n Covers performance optimization techniques including zoom-based filtering, data-driven styling, and clustering for dense

Modern React UI patterns for loading states, error handling, and data fetching. \n \n Covers five core principles: never show stale UI, always surface errors, use optimistic updates, progressive disclosure, and graceful degradation \n Provides decision trees and component patterns for loading indicators, skeleton screens, error states, empty states, and button submission handling \n Includes critical anti-patterns to avoid, such as showing spinners when cached data exists, silently swallowing er

Comprehensive patterns for database access with JetBrains Exposed ORM, including DSL queries, DAO, transactions, and production-ready configuration.

Production-ready patterns for Apache Airflow including DAG design, operators, sensors, testing, and deployment strategies.

Navigate .NET concurrency from async/await through Channels to Akka.NET based on your specific problem. \n \n Start with async/await for I/O-bound work; escalate only when you hit a concrete limitation that simpler tools can't address cleanly \n Use Parallel.ForEachAsync for CPU-bound parallelism, Channel<T> for producer/consumer decoupling with backpressure, and Reactive Extensions for UI event composition \n Akka.NET Actors handle stateful entity management, state machines with Become() ,

Idiomatic Perl 5.36+ patterns and best practices for building robust, maintainable applications.

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Patterns for building shared UI across Android, iOS, Desktop, and Web using Compose Multiplatform and Jetpack Compose. Covers state management, navigation, theming, and performance.