Tag: tips-and-tricks

Process large datasets without loading everything into memory using Python generators.

Use FrozenDictionary and FrozenSet for immutable, highly-optimized read-only collections.

Replace Task with ValueTask in frequently-called async methods that often complete synchronously.

Rent and return arrays from a shared pool to avoid repeated allocations in buffer-heavy code.

Eliminate heap allocations when parsing strings by using Span for memory-efficient operations.

Handle rate limits and transient failures gracefully with exponential backoff.