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Go if err != nil versus Rust's ? operator
Go's explicit checks are verbose but make every error site visible; Rust's ? propagates concisely while still forcing the error into the type, reducing boilerplate.
anyhow versus thiserror in Rust error handling
Anyhow gives one opaque dynamic error type for applications where you mostly propagate and report; thiserror derives concrete typed enums for libraries so callers can match on variants.
Implicit Go interfaces versus explicit Rust trait impls
Go's implicit satisfaction enables decoupling and retrofitting but hides who implements what and risks accidental conformance; Rust's explicit impls aid discovery, refactoring…
Go scheduler work-stealing and blocking syscalls
The GMP model runs goroutines (G) on OS threads (M) attached to logical processors (P); idle P's steal half of another P's run queue; on a blocking syscall the M detaches with its G.
Cancellation and cleanup: Go context/errgroup vs Tokio
Go propagates cancellation via context.Context that goroutines must poll, with errgroup canceling siblings on first error; Tokio cancels by dropping futures, which stops them at await…
cgo threading challenges with multi-threaded C libraries
Cgo calls run on a dedicated OS thread and detach the P; thread-local state and callbacks into Go are fragile; solutions include LockOSThread, minimizing crossings, and a dedicated…
Design a graceful worker pool in Go
Buffered job channel, fixed worker goroutines, WaitGroup to await in-flight work, context cancellation to stop intake.
What is the difference between let and var in Swift?
This tests value semantics beyond syntax. A strong answer defines let as immutable and var as mutable, notes that let on a reference type only fixes the pointer, and cites clearer intent and compiler optimization.
What is an optional in Swift? Demonstrate two safe unwrapping methods.
This checks Swift type safety and nil-handling. A strong answer defines Optional as an enum, demonstrates if let binding, and shows the nil-coalescing operator ?? for defaults. Avoid suggesting force-unwrapping with ! as a safe pattern.
How does Swift's switch differ from C's switch?
Switches must be exhaustive, there is no implicit fallthrough between cases, and cases can match ranges, tuples, and bind values.
Explain the primary differences between a struct and a class in Swift
Tests value versus reference semantics and their impact on memory and mutation. Strong answers note structs copy on assignment and lack inheritance, while classes share heap instances via ARC. Red flag: claiming structs are always stack-allocated.
Why can't you subscript a Swift String with an Int?
Characters are extended grapheme clusters of variable byte width, so integer offsets are not O(1) or meaningful; String.Index is an opaque position you advance via the collection.
What is @autoclosure and when is it useful?
@autoclosure wraps an argument expression in a closure so it evaluates lazily only if used, enabling clean APIs like assert and the ?? operator.
Swift struct vs class: differences and when to choose each
Tests value vs reference semantics and let mutability. Strong answers contrast copy behavior with shared references, note allocation tendencies, and choose struct for value semantics or class for identity.
Explain protocols and how extensions provide default implementations
Tests behavior sharing without inheritance. A strong answer defines protocols as requirements, shows extensions injecting default implementations, and contrasts this with base-class inheritance.
What is a retain cycle in ARC with closures?
It tests reference counting and closure capture semantics. A retain cycle forms when a closure captures self strongly while self holds the closure; break it with weak if self can deallocate, or unowned if it will outlive the closure.
What are Swift generics, why useful, and write a swap function?
This tests parametric polymorphism and type-safe reuse. A strong answer defines generics as placeholder types for reusable code, then writes a swap<T> function using inout parameters. Red flag: confusing generics with Any or omitting inout.
What is a closure capture list? Explain [weak self] versus [unowned self].
Define capture lists, contrast [weak self] safe optionality against [unowned self] crash risk, and match each to lifetime guarantees.
Explain Copy-on-Write in Swift and implement it for custom structs
Tests value semantics with reference storage and uniqueness checks. A strong answer explains CoW delays copy until mutation via isKnownUniquelyReferenced, lists custom steps: wrap, read, check, clone. Red flag: assuming structs are automatically CoW.
How does Swift async/await improve on completion handlers?
Tests structured concurrency mastery over callback control flow. A strong answer covers inversion of control, suspension points as yield locations, and Tasks as parent-child units.