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Curated guidelines covering idiomatic Go error handling, interface design, concurrency patterns, context propagation, testing, and module management for reliable team codebases.

Collection of Go idioms and best practices for building robust, maintainable services, covering simplicity, zero values, interface returns, error handling, and concurrency when writing, reviewing, or refactoring Go code.

Highlights React 19 idioms such as the new use() hook, server components, server actions, optimistic updates, suspense, error handling, and compound hooks to structure Next.js apps with streaming data, interactivity, and reusable hooks.

Guides modern Perl 5.36+ idioms and best practices for building robust, maintainable apps—covering signatures, dereferencing, Moo/roles, regexes and error handling—useful when writing, reviewing, refactoring, or migrating Perl code.

Provides PyTorch idioms and best practices for building reproducible, efficient training loops, model modules, and data pipelines across devices.

A library-agnostic Flutter/Dart code review checklist that walks through widget best practices, state management patterns, Dart idioms, performance, accessibility, security, and clean architecture, helping reviewers spot regressions in any app stack.

Continuously modernize Go codebases by recommending modern language, standard library, testing, and tooling idioms plus upgrade paths; apply this skill during development, code review, or CI scans to keep Go 1.21+ practices current.

This comprehensive guide outlines essential best practices and structural checks for developing robust Salesforce Apex code. It covers critical areas such as preventing governor limit exceptions (e.g., bulk safety), enforcing security (CRUD/FLS), preventing SOQL injection, adhering to sharing models, and implementing modern Apex idioms. It also mandates rigorous testing strategies (Positive, Negative, Bulk) and proper trigger architecture.