elite-py-314

What problem does it solve?

Python engineering doctrine defines strict Python 3.14+ practices, including Nogil-ready design, to improve correctness, safety, and maintainability across codebases.

Core Features & Use Cases

• Enforces strict typing via pyright or mypy with explicit type guarantees.
• Promotes immutable data modeling using @dataclass(frozen=True) and safe concurrency patterns.
• Provides guidelines for error handling, logging, and observable behavior in Python workers and IPC.
• Use Case: A team shipping a Python service can adopt these rules to guarantee thread-safety and maintainability without relying on the GIL.

Quick Start

Install Python 3.14+, enable pyright for static typing, and adopt the doctrine in your project to enforce typing, immutability, and structured concurrency.