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Idiomatic Go 1.22+ error handling — wrapped errors, errors.Is/As and context propagation

TypeScript strict-mode delivery rules: exhaustive handling and narrowed unknown types

Rust ownership-aware rules: Result/Option modelling and clippy-clean output

Python typing discipline with builtin generics and boundary validation

Java record-first service rules: immutable DTOs and explicit dependency wiring

Kotlin coroutine rules: structured concurrency and cancellation-safe scopes

Swift structured-concurrency rules: actor isolation and Sendable boundaries

Modern C++ rules: RAII ownership, explicit lifetimes and warning-free builds

C# async rules: no fire-and-forget tasks and explicit cancellation tokens

Elixir/OTP rules: supervised processes and crash-only design

Node.js async rules: validated boundaries, non-blocking I/O and graceful shutdown

Bun runtime rules: compatibility checks against Node APIs and native module gaps